Godo Kaisha IP BridgeDownload PDFPatent Trials and Appeals BoardDec 2, 2021IPR2020-01009 (P.T.A.B. Dec. 2, 2021) Copy Citation Trials@uspto.gov Paper 34 571-272-7822 Date: December 2, 2021 UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD MICRON TECHNOLOGY, INC., Petitioner, v. GODO KAISHA IP BRIDGE 1, Patent Owner. IPR2020-01009 Patent 6,747,320 B2 Before JUSTIN T. ARBES, DAVID C. McKONE, and AMBER L. HAGY, Administrative Patent Judges. ARBES, Administrative Patent Judge. JUDGMENT Final Written Decision Determining All Challenged Claims Unpatentable 35 U.S.C. § 318(a) I. INTRODUCTION A. Background and Summary Petitioner Micron Technology, Inc. (“Petitioner”), filed a Petition (Paper 1, “Pet.”) requesting inter partes review of claims 1 and 4–6 of U.S. Patent No. 6,747,320 B2 (Ex. 1001, “the ’320 patent”) pursuant to IPR2020-01009 Patent 6,747,320 B2 2 35 U.S.C. § 311(a). On December 7, 2020, we instituted an inter partes review as to all challenged claims on all grounds of unpatentability asserted in the Petition. Paper 8 (“Decision on Institution” or “Dec. on Inst.”). Patent Owner Godo Kaisha IP Bridge 1 (“Patent Owner”) subsequently filed a Patent Owner Response (Paper 15, “PO Resp.”), Petitioner filed a Reply (Paper 21, “Reply”), and Patent Owner filed a Sur-Reply (Paper 25, “Sur-Reply”). An oral hearing was held on September 16, 2021, and a transcript of the hearing is included in the record (Paper 33, “Tr.”). We have jurisdiction under 35 U.S.C. § 6. This Final Written Decision is issued pursuant to 35 U.S.C. § 318(a). For the reasons that follow, we determine that Petitioner has shown by a preponderance of the evidence that claims 1 and 4–6 are unpatentable. B. Related Matters The parties indicate that the ’320 patent is the subject of the following pending district court case: Godo Kaisha IP Bridge 1 v. Micron Technology, Inc., Case No. 20-cv-00178 (W.D. Tex.) (“the district court case”). See Pet. 5; Paper 5, 1. Petitioner also filed petitions challenging claims of other patents asserted in the district court case in Cases IPR2020-01007 and IPR2020-01008. C. The ’320 Patent The ’320 patent states that “[t]he present invention relates to a semiconductor device, and in particular, to an [embedded dynamic random-access memory (EDRAM)], in which a [dynamic random-access memory (DRAM)] is co-resident with a high-speed [complementary metal-oxide-semiconductor (CMOS)] logic circuit.” Ex. 1001, col. 1, IPR2020-01009 Patent 6,747,320 B2 3 ll. 8–10. DRAM stores each bit of data in a memory cell consisting of a metal-oxide-semiconductor (MOS) capacitor and a transistor. Ex. 1011, 25. An “essential component” of DRAM designs is a “sense amplifier,” which “amplif[ies] very small Read signals appearing on the I/O lines into full CMOS data signals used at the output data buffer.” Ex. 1012, 91. The ’320 patent explains various problems associated with prior art sense amplifier layouts. Ex. 1001, col. 1, ll. 12–30. A colored version of Figure 5 of the ’320 patent is reproduced below (Pet. 14). Colored Figure 5 depicts “a mask layout of a conventional CMOS sense amplifier transistor of a DRAM” where region I is a “N-type sense amplifier transistor pair region formed on a P-type semiconductor substrate” and region II is a “P-type sense amplifier transistor pair region formed on a N-type semiconductor substrate.” Ex. 1001, col. 1, ll. 31–36. The N-type sense amplifiers include active region 503 (shown in red) and the P-type sense amplifiers similarly include an active region (shown in blue). Id. at col. 1, ll. 53–57. Each sense amplifier transistor has ring-type gate electrode IPR2020-01009 Patent 6,747,320 B2 4 504 (shown in green). Id. at col. 1, ll. 37–38. “Drain regions of a pair of upper and lower transistors in the ring-type gate electrodes 504 are connected in a diagonally crossed manner to bit lines 507,” and power source line 509 is “connected to a source region between a pair of ring-type gate electrodes 504.” Id. at col. 1, ll. 38–45. Three sides of ring-type gate electrode 504 are used as channels. Id. at col. 1, ll. 46–47. The prior art ring-type gate electrode layout was problematic according to the ’320 patent because “a parasitic capacitor (gate overlap capacitor) is formed in a portion where one side of the ring-type gate electrode 504 that does not function as a transistor is overlapped with an active region 503, which degrades a high-speed property.” Id. at col. 1, ll. 53–57. The manufacturing process of the ring-type gate electrode layout also resulted in decreased sensitivity of the sense amplifier and undesirable differences in transistor characteristics. Id. at col. 1, l. 62–col. 2, l. 14. The ’320 patent seeks to solve those problems by “placing the gate electrodes of the sense amplifier transistors in a line-and-space shape” such that pairs of transistor gate electrodes are disposed “in one active region in parallel to each other in the same direction as that of [the] bit lines.” Id. at col. 2, ll. 22–39. A colored version of Figure 1A of the ’320 patent is reproduced below (Pet. 16). IPR2020-01009 Patent 6,747,320 B2 5 Colored Figure 1A depicts “a plan view showing a mask layout of a DRAM sense amplifier transistor” according to one embodiment of the invention. Ex. 1001, col. 4, ll. 37–39. Pair of linear gate electrodes 104 (shown in green) is formed in N-type sense amplifier active region 103 (shown in red) “via a gate insulating film in the same direction as that of bit lines 107” (shown in yellow). Id. at col. 4, ll. 42–47. The P-type sense amplifier active region (shown in blue) has a similar arrangement. Id. The active regions are isolated by shallow trench isolation (STI) regions 102 formed on the semiconductor substrate. Id. Petitioner provides an annotated version of Figure 1A, consistent with the disclosure of the ’320 patent and reproduced below (Pet. 17). Annotated Figure 1A depicts STI region 102 (shown in orange) between two adjacent pairs of N-type sense amplifier transistors (outlined in red) and two adjacent pairs of P-type sense amplifier transistors (outlined in blue). Ex. 1001, col. 4, ll. 42–47, Fig. 1B (depicting labeled STI region 102 in a cross-sectional view of region I taken along line a–a'). The ’320 patent also describes an embodiment utilizing field shield electrodes between adjacent pairs of sense amplifier transistors instead of STI regions. Id. at col. 5, ll. 24–62, Figs. 3A–3B. According to the ’320 patent, the disclosed layout IPR2020-01009 Patent 6,747,320 B2 6 reduces the variation in gate processing size, suppressing the “difference[s] in transistor characteristics” present in the prior art, and results in a sense amplifier with “high performance.” Id. at col. 2, ll. 35–39. D. Illustrative Claims Challenged claims 1 and 4 of the ’320 patent are independent. Claims 5 and 6 depend from claim 4. Claims 1 and 4 recite: 1. A semiconductor device comprising a DRAM region and a high-speed CMOS logic region that are co-resident with each other, wherein a pair of gate electrodes of a N-type sense amplifier transistor and a pair of gate electrodes of a P-type sense amplifier transistor constituting a CMOS sense amplifier of the DRAM are disposed respectively in one active region in parallel to each other in the same direction as that of bit lines, and a pair of adjacent N-type sense amplifier transistors and a pair of adjacent P-type sense amplifier transistors are isolated by shallow trench isolation (STI) regions. 4. A semiconductor device comprising a DRAM region and a high-speed CMOS logic region that are co-resident with each other, wherein a pair of gate electrodes of a N-type sense amplifier transistor and a pair of gate electrodes of a P-type sense amplifier transistor constituting a CMOS sense amplifier of the DRAM are disposed respectively in one active region in parallel to each other in the same direction as that of bit lines, active regions are connected to each other in a pair of adjacent N-type sense amplifier transistors and a pair of adjacent P-type sense amplifier transistors, and on the active regions, field shield electrodes are disposed between the pair of adjacent N-type sense amplifier transistors and between the pair of adjacent P-type sense amplifier transistors so as to be parallel to the pair of gate electrodes of each of the sense amplifier transistors. IPR2020-01009 Patent 6,747,320 B2 7 E. Evidence The pending grounds of unpatentability in the instant inter partes review are based on the following prior art: U.S. Patent No. 6,477,100 B2, filed Aug. 22, 2001, issued Nov. 5, 2002 (Ex. 1006, “Takemura”); U.S. Patent No. 6,018,172, issued Jan. 25, 2000 (Ex. 1004, “Hidaka”); U.S. Patent No. 5,883,814, issued Mar. 16, 1999 (Ex. 1005, “Luk”); and U.S. Patent No. 4,730,280, issued Mar. 8, 1988 (Ex. 1007, “Aoyama”). Petitioner filed a declaration from John C. Bravman, Ph.D. (Ex. 1003) with its Petition and a reply declaration from Dr. Bravman (Ex. 1031) with its Reply. Patent Owner filed a declaration from Konstantinos P. Giapis, Ph.D. (Ex. 2025) with its Response. Also submitted as evidence are transcripts of the depositions of Dr. Bravman (Exs. 2027, 2055) and Dr. Giapis (Ex. 1028). IPR2020-01009 Patent 6,747,320 B2 8 F. Asserted Grounds The instant inter partes review involves the following grounds of unpatentability: Claim(s) Challenged 35 U.S.C. § References/Basis 1 103(a)1 Hidaka, Luk, Takemura2 4–6 103(a) Hidaka, Luk 1 The Leahy-Smith America Invents Act, Pub. L. No. 112-29, 125 Stat. 284 (2011) (“AIA”), amended 35 U.S.C. § 103. Because the challenged claims of the ’320 patent have an effective filing date before the effective date of the applicable AIA amendment, we refer to the pre-AIA version of 35 U.S.C. § 103. 2 Petitioner asserts for each of its obviousness grounds that the challenged claims would have been obvious over the cited references “considered in view of the knowledge of a person of ordinary skill in the art.” See Pet. 7, 39, 58, 68, 78. As explained in the Decision on Institution, we do not include the general knowledge of a person of ordinary skill in the art in listing the grounds themselves, recognizing that such knowledge is considered in every obviousness analysis. See Dec. on Inst. 7 n.3; 35 U.S.C. § 311(b) (inter partes review “only on the basis of prior art consisting of patents or printed publications”); Koninklijke Philips N.V. v. Google LLC, 948 F.3d 1330, 1337 (Fed. Cir. 2020) (“Although the prior art that can be considered in inter partes reviews is limited to patents and printed publications, it does not follow that we ignore the skilled artisan’s knowledge when determining whether it would have been obvious to modify the prior art. . . . Regardless of the tribunal, the inquiry into whether any ‘differences’ between the invention and the prior art would have rendered the invention obvious to a skilled artisan necessarily depends on such artisan’s knowledge.”); Randall Mfg. v. Rea, 733 F.3d 1355, 1362–63 (Fed. Cir. 2013) (“[T]he knowledge of [an ordinarily skilled] artisan is part of the store of public knowledge that must be consulted when considering whether a claimed invention would have been obvious.”); Dow Jones & Co. v. Ablaise Ltd., 606 F.3d 1338, 1349 (Fed. Cir. 2010) (“[The obviousness] analysis requires an assessment of the . . . ‘background knowledge possessed by a person having ordinary skill in the art.’” (citing KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 401 (2007))). IPR2020-01009 Patent 6,747,320 B2 9 Claim(s) Challenged 35 U.S.C. § References/Basis 1 103(a) Aoyama, Luk, Takemura 4–6 103(a) Aoyama, Luk, Hidaka II. ANALYSIS A. Level of Ordinary Skill in the Art In determining the level of ordinary skill in the art for a challenged patent, we look to “1) the types of problems encountered in the art; 2) the prior art solutions to those problems; 3) the rapidity with which innovations are made; 4) the sophistication of the technology; and 5) the educational level of active workers in the field.” Ruiz v. A.B. Chance Co., 234 F.3d 654, 666–667 (Fed. Cir. 2000). “Not all such factors may be present in every case, and one or more of them may predominate.” Id. Petitioner states that it assumes an effective filing date of August 7, 2002, for the ’320 patent, and argues that a person of ordinary skill in the art at that time would have had “a degree in electrical engineering, physics, materials science, or a similar discipline, along with 3–4 years of experience with the design and fabrication of MOS integrated circuits,” and would have been “aware of and generally knowledgeable about the structure and operation of DRAM” and “DRAM sense amplifiers, including their structure, operation, and physical layout.” Pet. 6, 39 (citing Ex. 1003 ¶¶ 34–37). Patent Owner “does not challenge” Petitioner’s proposed level of ordinary skill in the art. PO Resp. 13; see Ex. 2025 ¶ 31. Based on the full record developed during trial, including our review of the ’320 patent and the types of problems and solutions described in the ’320 patent and cited IPR2020-01009 Patent 6,747,320 B2 10 prior art, we agree with Petitioner’s assessment of the level of ordinary skill in the art and apply it for purposes of this Decision. B. Claim Interpretation We interpret the claims of the challenged patent using the same claim construction standard that would be used to construe the [claims] in a civil action under 35 U.S.C. 282(b), including construing the [claims] in accordance with the ordinary and customary meaning of such [claims] as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b) (2019). “In determining the meaning of [a] disputed claim limitation, we look principally to the intrinsic evidence of record, examining the claim language itself, the written description, and the prosecution history, if in evidence.” DePuy Spine, Inc. v. Medtronic Sofamor Danek, Inc., 469 F.3d 1005, 1014 (Fed. Cir. 2006). Claim terms are given their plain and ordinary meaning as would be understood by a person of ordinary skill in the art at the time of the invention and in the context of the entire patent disclosure. Phillips v. AWH Corp., 415 F.3d 1303, 1313 (Fed. Cir. 2005) (en banc). “There are only two exceptions to this general rule: 1) when a patentee sets out a definition and acts as his own lexicographer, or 2) when the patentee disavows the full scope of a claim term either in the specification or during prosecution.” Thorner v. Sony Comput. Entm’t Am. LLC, 669 F.3d 1362, 1365 (Fed. Cir. 2012). Petitioner proposes interpretations for the claim terms “parallel,” “field shield electrode,” and “between the pair of adjacent N-type sense amplifier transistors and between the pair of adjacent P-type sense amplifier transistors.” Pet. 19–23. In the Decision on Institution, we determined IPR2020-01009 Patent 6,747,320 B2 11 based on the record at the time that no claim terms required express interpretation. Dec. on Inst. 24. Subsequent to that Decision, the district court in the district court case construed the following terms in claim 1 of the ’320 patent to each have its “[p]lain-and-ordinary meaning”: “a DRAM region and a high-speed CMOS logic region that are co-resident with each other,” “sense amplifier transistor,” “a N-type sense amplifier transistor and . . . a P-type sense amplifier transistor constituting a CMOS sense amplifier,” and “parallel.” Ex. 3001, 3–4. Patent Owner in its Response argues that no express interpretation of any claim term is necessary. PO Resp. 14. Petitioner in its Reply makes various arguments regarding Patent Owner’s infringement contentions in the district court case, which we address below in Section II.D.4.b.(1), but does not propose a specific interpretation for any language in the claims. See Reply 4–7. Based on the full record developed during trial, we conclude that no terms require express interpretation to determine whether Petitioner has met its burden to prove unpatentability of the challenged claims. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“Because we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy,’ we need not construe [a particular claim limitation] where the construction is not ‘material to the . . . dispute.’” (citations omitted)). C. Legal Standards A claim is unpatentable for obviousness if, to one of ordinary skill in the pertinent art, “the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious at the time the invention was made.” KSR, 550 U.S. at IPR2020-01009 Patent 6,747,320 B2 12 406 (quoting 35 U.S.C. § 103(a) (2006)). The question of obviousness is resolved on the basis of underlying factual determinations, including “the scope and content of the prior art”; “differences between the prior art and the claims at issue”; and “the level of ordinary skill in the pertinent art.” Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966). Additionally, secondary considerations, such as “commercial success, long felt but unsolved needs, failure of others, etc., might be utilized to give light to the circumstances surrounding the origin of the subject matter sought to be patented. As indicia of obviousness or nonobviousness, these inquiries may have relevancy.”3 Id. When conducting an obviousness analysis, we consider a prior art reference “not only for what it expressly teaches, but also for what it fairly suggests.” Bradium Techs. LLC v. Iancu, 923 F.3d 1032, 1049 (Fed. Cir. 2019) (citation omitted). A patent claim “is not proved obvious merely by demonstrating that each of its elements was, independently, known in the prior art.” KSR, 550 U.S. at 418. An obviousness determination requires finding “both ‘that a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.’” Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367–68 (Fed. Cir. 2016); see KSR, 550 U.S. at 418 (for an obviousness analysis, “it can be important to identify a reason that would have prompted a person of ordinary skill in the relevant field to combine the elements in the way the claimed new invention does”). 3 Patent Owner has not presented any evidence of secondary considerations of nonobviousness in this proceeding. IPR2020-01009 Patent 6,747,320 B2 13 “Although the KSR test is flexible, the Board ‘must still be careful not to allow hindsight reconstruction of references . . . without any explanation as to how or why the references would be combined to produce the claimed invention.’” TriVascular, Inc. v. Samuels, 812 F.3d 1056, 1066 (Fed. Cir. 2016) (alteration in original). Further, an assertion of obviousness “cannot be sustained by mere conclusory statements; instead, there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.” KSR, 550 U.S. at 418 (quoting In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006)); accord In re NuVasive, Inc., 842 F.3d 1376, 1383 (Fed. Cir. 2016) (stating that “conclusory statements” amount to an “insufficient articulation[] of motivation to combine”; “instead, the finding must be supported by a ‘reasoned explanation’”); In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1380 (Fed. Cir. 2016) (“To satisfy its burden of proving obviousness, a petitioner cannot employ mere conclusory statements. The petitioner must instead articulate specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.”). D. Obviousness Ground Based on Hidaka, Luk, and Takemura (Claim 1) 1. Hidaka Hidaka discloses “a dynamic random access memory (DRAM) formed on an SOI (Silicon On Insulator) substrate.”4 Ex. 1004, col. 1, 4 SOI technology involves “a crystalline Si film . . . grown on a layer of oxide or nitride formed on Si wafers.” Ex. 1011, 57; see also PO Resp. 15–16; Ex. 1004, col. 6, ll. 44–46 (“SOI substrate 38 is formed of a p-type silicon substrate 40, a buried oxide film 42 made of SiO2 and an SOI active layer 44.”), Fig. 5; Ex. 2025 ¶¶ 42–43; Ex. 2032, col. 4, ll. 23–25 (describing “a silicon-on-insulator structure comprised of silicon layer 33 on an oxide layer 32 which is on a substrate 30”), Fig. 2; Ex. 2045, 1–2 (“[O]n the bulk IPR2020-01009 Patent 6,747,320 B2 14 ll. 16–19. Hidaka states that “further increase of the degree of integration of DRAMs has been desired,” which in the past required “reduc[ing] the gate length.” Id. at col. 1, ll. 50–55. Doing so, however, caused a “short channel effect,” “leak through the transfer gate,” and “a high possibility of breakage of data.” Id. at col. 1, l. 55–col. 2, l. 44. Hidaka’s disclosed “semiconductor memory device formed on an SOI substrate” purportedly reduces such leak current and has “a minimum layout area.” Id. at col. 2, ll. 47–54. DRAM 10 in Hidaka includes memory cell array group 11 and sense amplifier band 14 with “a plurality of P-channel sense amplifier groups 70 and a plurality of N-channel sense amplifier groups 72.” Id. at col. 5, ll. 40–47, col. 9, ll. 5–12, Figs. 2, 9. “Each N-channel sense amplifier group 72 is provided with a plurality of N-channel sense amplifiers 74. Each sense amplifier 74 includes cross-coupled N-channel MOS transistors 76 and 78.” Id. at col. 9, ll. 14–17. “P-channel sense amplifier group 70 has a structure similar to N-channel sense amplifier group 72, and operates in the substantially same manner.” Id. at col. 9, ll. 41–43. silicon substrate, a buried oxide layer is formed. On the top of the buried oxide layer there is a silicon thin-film, where active MOS devices and circuits are located.”). IPR2020-01009 Patent 6,747,320 B2 15 Figure 10 of Hidaka is reproduced below.5 Figure 10 depicts “structures of the P- and N-channel sense amplifiers . . . as well as the drive transistors for driving these sense amplifiers, equalize transistors for equalizing the potentials of bit line pairs and others.” Id. at col. 10, ll. 26–30. “[G]ate electrode line 116 of N-channel MOS transistor 76 in N-channel sense amplifier 74 is connected to bit line /BL1 or /BL2.” Id. at col. 10, ll. 30–32. “Gate electrode line 116 of N-channel MOS transistor 78 is connected to bit line BL1 or BL2.” Id. at col. 10, ll. 32–34. Hidaka similarly describes P-channel MOS transistors 124 and 126 of P-channel sense amplifier 122, with gate electrodes 128 also connected to the bit lines. Id. at col. 10, ll. 41–45. 2. Luk Luk discloses “single chip implementations of logic and memory components,” in particular “a method for system-on-chip layout automation 5 Figure 10 of Hidaka was corrected in a Certificate of Correction dated May 8, 2001. See Ex. 1004; Pet. 26 n.4. IPR2020-01009 Patent 6,747,320 B2 16 which translates (compiles) a hardware description language (HDL) of a design, consisting of logic components and memory components, into a layout on a silicon chip, with optimized floor plan, macro and layout structures of logic and dynamic random access memory (DRAM) circuits.” Ex. 1005, col. 1, ll. 5–13. Figures 1 and 2 of Luk are reproduced below. Figure 1 depicts “a conventional multi-chip processor and memory system in which the processor 11 is connected to the memory 12, typically composed of DRAM chips, by means of off-chip interconnections 13 (e.g., a system bus).” Id. at col. 3, ll. 6–10. “This system suffers the problems of limited bandwidth due to the off-chip interconnections and high power dissipation due to large capacitive loading.” Id. at col. 3, ll. 11–13. Figure 2 depicts “a single processor memory chip in which the processor 21 is connected to the DRAM 22 by means of on-chip interconnections 23.” Id. at col. 3, ll. 14–16. Luk discloses that because there are no off-chip interconnections, “the bandwidth problems can be mostly eliminated since the amount of memory data transfer rate (bits per unit time) available to the processor can be made orders of magnitude higher by directly accessing the DRAM I/O and internal controls.” Id. at col. 3, ll. 16–21. IPR2020-01009 Patent 6,747,320 B2 17 Luk discloses the use of a “DRAM compiler/configurator” to create, “from basic DRAM building blocks, the physical structure, circuit, and layout of embedded, growable DRAM macros, with different amount[s] of memory capacity, banking, and input/output (I/O) bandwidth, different addressing schemes, different mode of operations, . . . and timing requirements for a wide range of integrated logic/DRAM applications.” Id. at col. 1, ll. 52–62, col. 5, l. 56–col. 6, l. 59, Fig. 9. “Starting from a hardware description language (HDL) of a chip design which consists of memory components and logic components, through a sequence of computer-aided design (CAD) steps, the HDL can be ‘compiled’ into chip floor plan, macro layouts, and then finally into the complete layout of a chip.” Id. at col. 5, ll. 57–63. The result of the compilation method is “the overall chip layout for the integrated logic/DRAM chip.” Id. at col. 6, ll. 9–11. 3. Takemura Takemura discloses a semiconductor device including a “large-capacity DRAM.” Ex. 1006, col. 1, ll. 14–16, 60–65. The DRAM includes multiple “sub-memory array[s]” each “divided into a memory cell area MCA [and] a sense amplifier area SAA.” Id. at col. 6, ll. 7–10, Fig. 23. Each sense amplifier has “a source in common connection, a PMOS pair of cross-coupled gate and drain, and an NMOS pair of cross-coupled gate and drain.” Id. at col. 7, ll. 7–11. Takemura describes a sense amplifier circuit with a “SGI (shallow groove isolation) indicat[ing] an insulating part for isolation of each diffusion layer, . . . which is formed by embedding a material such as Si oxide into a shallow groove in the substrate.” Id. at col. 12, l. 61–col. 13, l. 64, Figs. 12(a)–(b), 13. IPR2020-01009 Patent 6,747,320 B2 18 4. Analysis Petitioner argues that claim 1 is unpatentable over Hidaka, Takemura, and Luk6 under 35 U.S.C. § 103(a), relying on the testimony of Dr. Bravman as support. Pet. 39–58 (citing Ex. 1003). Patent Owner makes various arguments in response, relying on the testimony of Dr. Giapis. PO Resp. 21–58 (citing Ex. 2025); Sur-Reply 1–22. a) Undisputed Issues Petitioner relies on Hidaka for the majority of the limitations of claim 1. Pet. 39–58. Petitioner contends that Hidaka teaches a semiconductor device comprising logic circuitry and a “DRAM region” (i.e., DRAM 10 with sense amplifier band 14) having “a pair of gate electrodes of a N-type sense amplifier transistor and a pair of gate electrodes of a P-type sense amplifier transistor constituting a CMOS sense amplifier.” Id. at 40, 42–47. Each N-channel sense amplifier 74 includes N-channel MOS transistors 76 and 78, each P-channel sense amplifier includes similar P-channel MOS transistors, and the complementary N- and P-type transistors thus form a CMOS sense amplifier according to Petitioner. Id. at 42–43 (citing Ex. 1004, col. 9, ll. 8–11, 14–17, 41–43). As to the structure of the transistors, claim 1 recites that the pairs of gate electrodes of the sense amplifier transistors “are disposed respectively in one active region in parallel to each other in the same direction as that of bit lines.” Petitioner provides the following annotated version of Figure 18 6 Hidaka, Luk, and Takemura were not of record during prosecution of the ’320 patent. See Ex. 1001, code (56); Pet. 6. IPR2020-01009 Patent 6,747,320 B2 19 of Hidaka, which we find, based on the full trial record, is consistent with Hidaka’s disclosure (id. at 44). Annotated Figure 18 depicts gate electrode lines 116 (shown in green) of transistors 76 and 78 of N-channel sense amplifier 74 (outlined in red) disposed in active region 170 (shown in red). Id. at 43–44. According to Petitioner, the pairs of gate electrodes are parallel to each other and in the same direction as the bit lines BL1 and /BL1. Id. at 44–45 (also citing Ex. 1004, col. 9, ll. 41–43, as teaching that the P-channel sense amplifiers have a “similar” structure). IPR2020-01009 Patent 6,747,320 B2 20 Petitioner further provides the following annotated version of Figure 10 of Hidaka, which we find, based on the full trial record, is consistent with Hidaka’s disclosure (id. at 47). Annotated Figure 10 depicts N-channel sense amplifier 74 (outlined in red) and P-channel sense amplifier 122 (outlined in blue) with gate electrode lines 116 (shown in green) parallel to each other and to bit lines BL1 and /BL1 (shown in yellow). Id. at 46–47. Claim 1 also recites that “a pair of adjacent N-type sense amplifier transistors and a pair of adjacent P-type sense amplifier transistors are isolated by shallow trench isolation (STI) regions” (“the shallow trench isolation limitation”). Petitioner argues that Hidaka teaches “two adjacent N-type sense amplifiers 74, each of which is formed by a pair of transistors (i.e., N-channel MOS transistor 76 and N-channel MOS transistor 78) with gate electrodes 116,” as shown in Figures 17 and 18, and the P-type sense IPR2020-01009 Patent 6,747,320 B2 21 amplifiers have a similar structure. Id. at 47–48. Petitioner further contends that active areas 170 for adjacent N-type sense amplifiers are not connected and thus are “isolated from each other,” as shown in the following annotated version of Figure 18 (id. at 48). Annotated Figure 18 depicts isolation (shown in orange) between adjacent N-type sense amplifier transistors (shown in red), as argued by Petitioner. Id. Petitioner acknowledges that “Hidaka does not detail how the isolation between the active areas 170 has been effectuated,” but points out that Hidaka in other instances uses local oxidation of silicon (LOCOS) films 46 to isolate adjacent transistors. Id. at 50 (citing Ex. 1004, col. 6, ll. 53, 59–61, Fig. 6). Claim 1, though, requires STI rather than LOCOS isolation. Petitioner relies on Takemura’s teaching of “shallow groove isolation” (which a person of ordinary skill in the art would have understood to be synonymous with STI according to Dr. Bravman) to isolate transistors of a sense amplifier. Id. at 38 n.5 (citing Ex. 1003 ¶¶ 171–175), 51–53 (citing IPR2020-01009 Patent 6,747,320 B2 22 Ex. 1006, col. 13, ll. 60–64, Fig. 13). According to Petitioner, a person of ordinary skill in the art would have been motivated to use STI to isolate adjacent transistors in Hidaka’s DRAM for a number of reasons, including that “STI was a known alternative to LOCOS,” STI was “known to eliminate certain disadvantages inherent in the LOCOS isolation method” (e.g., an undesirable “bird’s beak structure” from a laterally extending field oxide), and STI can provide isolation for narrow spacing, allowing a more compact device. Id. at 56–58. Petitioner further contends that a person of ordinary skill in the art would have had a reasonable expectation of success in achieving the claimed semiconductor device by modifying Hidaka’s device to use the known STI method. Id. at 58. Patent Owner does not dispute that Hidaka and Takemura teach the above limitations of claim 1 or that a person of ordinary skill in the art would have been motivated to combine the references’ teachings in the manner asserted by Petitioner and would have had a reasonable expectation of success in doing so; therefore, any such arguments are waived. See Novartis AG v. Torrent Pharms. Ltd., 853 F.3d 1316, 1330 (Fed. Cir. 2017); NuVasive, 842 F.3d at 1380–81; Paper 11, 8 (“Patent Owner is cautioned that any arguments for patentability not raised in the response may be deemed waived.”). Petitioner’s analysis for each of the limitations, supported by the testimony of Dr. Bravman, which we credit, is persuasive. See Pet. 40, 42–53, 56–58; Ex. 1003 ¶¶ 178–181, 195–244, 263–278, 288–293. b) Disputed Issue: The Co-Resident Limitation The sole issue disputed by Patent Owner pertains to the limitation of claim 1 that the “DRAM region” and “high-speed CMOS logic region” of IPR2020-01009 Patent 6,747,320 B2 23 the claimed semiconductor device be “co-resident with each other” (“the co-resident limitation”). Petitioner makes two arguments regarding the co-resident limitation, relying on (1) Hidaka alone, and (2) modifying Hidaka’s device based on the teachings of Luk. Pet. 39–42, 53–58. (1) Hidaka Alone Petitioner first relies on Hidaka alone. Pet. 40. Hidaka discloses that DRAM 10, shown in Figure 2, is a “16 Mbit DRAM having a structure of 4 Mbitsx4” and includes “memory cell array group 11, a row decoder 12, a column decoder 13, a sense amplifier band 14, an I/O circuit 15, a row/column address buffer 16, an input buffer 17, an output buffer 18 and a clock generating circuit 19.” Ex. 1004, col. 5, ll. 40–47. Petitioner argues that based on this disclosure of “standard” DRAM peripheral circuitry, “Hidaka’s DRAM, like any DRAM, . . . includes various peripheral logic circuits,” and “[i]f this is all the ’320 patent requires, then the analysis need go no further” because Hidaka teaches the co-resident limitation. Pet. 40. In the Decision on Institution, we found, based on the record at the time, that Hidaka alone does not teach the co-resident limitation. Dec. on Inst. 31–32. We reach the same conclusion based on the full trial record. The premise of Petitioner’s conditional “[i]f” statement—that claim 1 requires only that a DRAM have associated logic circuitry—is incorrect. See Pet. 40. Claim 1 plainly recites that the “DRAM region” and “high-speed CMOS logic region” must be “co-resident with each other,” not that they merely exist. Hidaka teaches that its DRAM has associated logic circuitry, but does not state specifically that the circuitry is a “high-speed CMOS logic region” and does not disclose whether the DRAM and associated logic circuitry are on the same device or different devices. IPR2020-01009 Patent 6,747,320 B2 24 Indeed, Petitioner acknowledges that “Hidaka does not . . . expressly state or provide an example of DRAM that is ‘co-resident’ on the same chip with a completely separate, non-DRAM ‘CMOS logic region’ like a processor.” Id. Petitioner in its Reply argues that “Patent Owner has conceded obviousness under its district court interpretation of the claims.” Reply 4. Petitioner’s position appears to be that Patent Owner’s accusation that Petitioner’s various DRAM devices infringe the challenged claims shows that Hidaka, which describes DRAM devices having common features, also teaches the co-resident limitation. Id. at 4–7. In particular, Petitioner argues that [g]iven that Patent Owner (1) does not dispute that Hidaka includes sense amplifiers and the same type of “logic” as any other DRAM, and (2) itself asserts in District Court that DRAM sense amplifiers are “co-resident” “high-speed CMOS logic,” Patent Owner has conceded obviousness based on Hidaka under its own interpretation of the claims. In view of this, Petitioner requests entry of a decision that Hidaka alone teaches a “DRAM region” and “co-resident” “high-speed CMOS logic region” under Patent Owner’s claim interpretation, or a ruling that the claims cannot be interpreted in the manner Patent Owner proposes. Id. at 6. We disagree. Petitioner bears the burden to prove unpatentability under the theories advanced in its Petition, not any theory argued by Patent Owner in the district court case. Moreover, Petitioner does not point to any “interpretation” of the co-resident limitation that Patent Owner allegedly advanced in the district court case. Rather, Petitioner merely cites—without pointing to any specific portion of the documents or explaining how they are relevant—Exhibits 1029 and 1030, which are excerpts from an infringement IPR2020-01009 Patent 6,747,320 B2 25 claim chart and supplemental infringement claim chart in the district court case.7 See id. at 5. Even if it was appropriate to look to Patent Owner’s allegations as to how a particular accused product allegedly infringes the claims, Petitioner has not explained, and we fail to see, how that equates with an “interpretation” of the co-resident limitation. Nor has Petitioner explained how Patent Owner’s infringement allegations mean Patent Owner “conceded” that Hidaka teaches the limitation, particularly where there is no allegation that Hidaka’s device is identical to the accused products. For the reasons explained above, we are not persuaded that Hidaka alone teaches the co-resident limitation. (2) Modification to Hidaka Based on the Teachings of Luk Petitioner’s second argument regarding the co-resident limitation is based on a combination of Hidaka and Luk. The Specification of the ’320 patent states that the “present invention” relates to “an EDRAM, in which a DRAM is co-resident with a high-speed CMOS logic circuit.” Ex. 1001, col. 1, ll. 8–10; see Pet. 40–42. The ’320 patent describes such known “co-resident” devices in the “Background of the Invention” section. See Ex. 1001, col. 1, ll. 5, 16–28 (stating that embedded DRAMs having both a DRAM and associated logic circuitry had been “put into practical use” and that there were a number of techniques and 7 Petitioner appears to have submitted redacted portions of these exhibits, without filing unredacted confidential versions and a motion to seal as required by our rules. See 37 C.F.R. §§ 42.14, 42.54. Under the circumstances, because we disagree with Petitioner as to the relevance of the exhibits, we will not require any additional filings. See 37 C.F.R. § 42.5(b). IPR2020-01009 Patent 6,747,320 B2 26 fabrication processes known at the time to create “a commodity DRAM [that is] co-resident with a high-speed logic”). Petitioner contends that it was well-known at the time of the ’320 patent that a DRAM “could be integrated or embedded along with a separate logic circuitry onto a single semiconductor chip” and “Luk provides an example” of such integration. Pet. 41. Luk teaches, for example, processor 21 connected to DRAM 22 on a single chip via on-chip interconnections 23. Ex. 1005, col. 3, ll. 14–16, Fig. 2. Luk also explains that an “integrated logic/DRAM chip” can be designed using “0.25 micron CMOS technology.” Id. at col. 12, ll. 37–43. The “Unified Media Memory (UMM)” chip described in Luk includes a synchronous DRAM (SDRAM) and “logic functions” performed using a graphic processor for, among other things, “high speed import/export” of data. Id. at col. 12, ll. 38–62. Luk, therefore, teaches that a DRAM can be embedded on a chip with a “high-speed CMOS logic region,” according to Petitioner. Pet. 42. Petitioner provides a detailed explanation, with supporting testimony from Dr. Bravman, for why a person of ordinary skill in the art would have been motivated to “follow Luk’s teaching and embed Hidaka’s DRAM along with CMOS logic on the same semiconductor chip.” Id. at 54–58 (citing Ex. 1003 ¶¶ 246–262, 279–287). According to Petitioner, Hidaka expresses a desire to “increase . . . the degree of integration” of DRAMs, and implementing Hidaka’s DRAM with logic circuitry on the same chip would increase integration. See id. at 54 (quoting Ex. 1004, col. 1, ll. 50–58). Further, Petitioner argues that Luk expressly discloses numerous benefits from embedding a DRAM with CMOS logic, including minimizing “the difference between the maximum data processing rate of the logic processor and maximum data access rate of the DRAM memory,” permitting more IPR2020-01009 Patent 6,747,320 B2 27 layout flexibility, and providing for lower power dissipation, higher speed operation, and “optimize[d] . . . overall performance” due to “heavy capacitive loads” not being required. Id. at 54–55 (quoting Ex. 1005, col. 2, ll. 4–30) (alterations in original). Petitioner also cites another reference, Betty Prince, Semiconductor Memories: A Handbook of Design, Manufacture, and Application 51 (2d ed. 1991) (Ex. 1013, “Prince”), as evidencing that an ordinarily skilled artisan would have known that embedded memory allows for greater performance by reducing bandwidth problems and eliminating the need for interface circuitry and package leads. Pet. 55. Dr. Bravman opines that these benefits of embedded DRAM—both expressed in Luk and generally known in the art—would have motivated one of ordinary skill in the art as of the filing of the ’320 patent to embed Hidaka’s DRAM on the same chip as logic. One of ordinary skill in the art would recognize that in doing so, Hidaka’s DRAM, and the logic that it is associated with, would [have] a lower power usage, faster more optimized performance, and improved design flexibility. Ex. 1003 ¶ 256. Finally, Petitioner contends that embedded DRAM was a known variation to DRAM as a stand-alone memory device, and “[e]mbedding Hidaka’s DRAM onto a chip with logic, instead of forming that DRAM on its own chip, would have been considered nothing more than a routine and straightforward design choice.” Pet. 55–58. Dr. Bravman testifies that both separate DRAM and embedded DRAM were well-known and “a person having ordinary skill in the art would not have considered Hidaka’s DRAM to be limited to one form versus the other,” such that it was within the skill of an ordinarily skilled artisan to implement Hidaka’s DRAM on the same device as CMOS logic circuitry. Ex. 1003 ¶¶ 282–285. IPR2020-01009 Patent 6,747,320 B2 28 Patent Owner makes a number of arguments challenging the asserted combination of Hidaka and Luk. First, Patent Owner argues that a person of ordinary skill in the art would not have made the proposed combination because Luk integrates DRAM and CMOS logic on a “bulk” substrate, not SOI. PO Resp. 19–21, 27 (citing Ex. 2025 ¶¶ 69–77). Patent Owner contends that “Luk never mentions a SOI solution or challenges using SOI, and a [person of ordinary skill in the art] would not have understood Luk to contemplate integrating a SOI-based DRAM with CMOS logic.” Id. at 20. Further, according to Patent Owner, [t]he only mention of SOI in Luk is to distinguish SOI-based designs as an inadequate alternative to the integration problem Luk says he solves because, according to Luk, SOI-based designs result in DRAM and CMOS on different chips and Luk wanted DRAM and CMOS on what Luk characterized as the same chip. Id. at 20–21 (citing Ex. 1005, col. 1, ll. 28–37). We disagree that a person of ordinary skill in the art would have understood Luk’s teachings to be limited solely to “bulk” substrates. Patent Owner is correct that Luk refers to integrating a DRAM and CMOS logic on a “single chip.” See id. at 19. But Luk never states that this refers only to the “bulk” substrate of a chip. Indeed, the words “bulk” and “substrate” do not appear in the reference. To the contrary, Luk speaks broadly to “single chip implementations of logic and memory components” and a method of “system-on-chip layout automation” to create a design of logic and memory components on a single chip “with [an] optimized floor plan [and] macro and layout structures” (without mentioning or requiring that any particular substrate be used). Ex. 1005, col. 1, ll. 6–14. Luk also describes the problems associated with the conventional approach of separate DRAM and IPR2020-01009 Patent 6,747,320 B2 29 processor chips and the general solution of a “single processor memory chip” in which the DRAM and processor are connected by “on-chip interconnections” (again without mentioning or requiring that any particular substrate be used). Id. at col. 3, ll. 6–21, Figs. 1, 2. Importantly, the record demonstrates that the benefits of DRAM-CMOS logic integration that Petitioner points to as the basis for its obviousness argument apply regardless of the type of substrate used. See Pet. 54–55; Reply 11–12.8 We credit the supporting testimony of 8 Patent Owner contends that Petitioner’s arguments in the Reply that Luk applies to all types of substrates are improper new arguments that cannot be considered. Sur-Reply 17–18. We disagree. Petitioner discusses the stated benefits of DRAM-CMOS logic integration in the Petition, then, in its Reply, responds to Patent Owner’s arguments that Luk limits those benefits to “bulk” substrate devices. See Pet. 54–55; PO Resp. 38; Reply 11–12. Our rules countenance such rebuttal. See 37 C.F.R. § 42.23(b) (“A reply may only respond to arguments raised in the corresponding . . . patent owner response . . . .”); Patent Trial and Appeal Board Consolidated Trial Practice Guide (Nov. 2019), 73–74, available at https://www.uspto.gov/ TrialPracticeGuideConsolidated (“Petitioner may not submit new evidence or argument in reply that it could have presented earlier, e.g. to make out a prima facie case of unpatentability. . . . Generally, a reply or sur-reply may only respond to arguments raised in the preceding brief. . . . ‘Respond,’ in the context of 37 C.F.R. § 42.23(b), does not mean proceed in a new direction with a new approach as compared to the positions taken in a prior filing. While replies and sur-replies can help crystalize issues for decision, a reply or sur-reply that raises a new issue or belatedly presents evidence may not be considered.”); Anacor Pharms., Inc. v. Iancu, 889 F.3d 1372, 1380–81 (Fed. Cir. 2018) (noting that “the petitioner in an inter partes review proceeding may introduce new evidence after the petition stage if the evidence is a legitimate reply to evidence introduced by the patent owner, or if it is used ‘to document the knowledge that skilled artisans would bring to bear in reading the prior art identified as producing obviousness,’” and determining that it was proper for the Board to rely on two references not cited in the petition but discussed at length in the “patent owner’s response and related submissions”); Idemitsu Kosan Co., Ltd. v. SFC Co. Ltd., IPR2020-01009 Patent 6,747,320 B2 30 Dr. Bravman on this point, as it is consistent with Luk and a number of other references in the record, and disagree with Patent Owner’s unsupported contention that Luk’s benefits are only realized by using a “bulk” substrate. See Ex. 1003 ¶¶ 248–255; Ex. 1031 ¶¶ 11–27; PO Resp. 38 (citing Ex. 2025 ¶ 140). For example, Luk expressly discloses the benefits of a reduced communication bottleneck between the memory and processor, elimination of “heavy capacitive loads,” lower power dissipation, higher speed operation, improved performance, and increased ability to modify and customize a desired layout. See, e.g., Ex. 1005, col. 1, ll. 16–37, col. 2, ll. 1–30 (disclosing that “logic processor(s) and DRAM memory [] integrated onto a single chip” is what “solves the processor/memory performance gap and bandwidth problems” of the prior art), col. 3, ll. 6–32 (disclosing that “integrating the processor and DRAM on the same chip” reduces power dissipation and improves performance); Ex. 1003 ¶ 252 (citing Ex. 1005, col. 2, ll. 18–30, col. 4, ll. 4–18). Luk never indicates that such benefits apply only when the DRAM and CMOS logic are implemented on a “bulk” substrate. Dr. Giapis also acknowledges that Luk’s stated benefits of DRAM-CMOS logic integration apply regardless of the type of substrate used. Ex. 1028, 112:21–117:3. Additional evidence in the record supports Dr. Bravman’s view that a person of ordinary skill in the art would have understood DRAM-CMOS logic integration to be beneficial regardless of whether the device is “bulk,” SOI, or something else. Prince discloses improved performance as a benefit 870 F.3d 1376, 1380–81 (Fed. Cir. 2017) (permitting rebuttal argument from a petitioner in response to a patent owner’s teaching away argument, as such argument was “simply the by-product of one party necessarily getting the last word”). IPR2020-01009 Patent 6,747,320 B2 31 of memory-processor integration, without mentioning the type of substrate that must be used. Ex. 1013, 51. Other references describe benefits of integration without regard to the type of substrate used, and disclose both “bulk” and SOI devices. See Ex. 1031 ¶¶ 16–21 (citing Ex. 2035, col. 1, ll. 14–17, 40–56; Ex. 2038, col. 1, l. 64–col. 2, l. 1; Ex. 2039, col. 1, ll. 20–26, 38–40). Given this evidence, we agree with Dr. Bravman that “embedded DRAM was [a] known product type prior to the filing of the ’320 patent, and was known to provide benefits over DRAM and CMOS logic formed on separate chips, including increased communication bandwidth between the DRAM and logic, improved overall performance, reduced power consumption, and improved design flexibility,” and “one of ordinary skill in the art would have understood that the benefits obtained from putting DRAM and logic on the same chip—instead of separate chips—would apply to devices that employ bulk silicon, SOI, or combinations of both.” See id. ¶¶ 20–21. Another relevant detail is that the known benefits of DRAM-CMOS logic integration are tied directly to a goal of Hidaka itself—namely, to increase the integration of DRAMs. See Pet. 54; Ex. 1003 ¶¶ 246–248; Ex. 1004, col. 1, ll. 50–53 (“further increase of the degree of integration of DRAMs has been desired”). We find that a person of ordinary skill in the art would have understood Luk’s teachings regarding DRAM-CMOS logic integration as helping to fulfill Hidaka’s stated desire, which further supports Petitioner’s position that a person of ordinary skill in the art would have been motivated to combine their teachings. Patent Owner reads Luk’s single reference to SOI technology as allegedly indicating that SOI designs were an “inadequate alternative” to the integration problem. PO Resp. 20–21, 33 (emphasis omitted). Read in IPR2020-01009 Patent 6,747,320 B2 32 context, we do not agree. The full paragraph in the “Background Description” of Luk reads: The main reason of the [bandwidth bottleneck] problems in systems with processor and dynamic random access memory (DRAM) is due to the fact that processor chips and memory chips are implemented in separate chips. There are other attempts to solve the problems, namely by using multi-layer ceramic module (MCM) technology or silicon on insulator (SOI) carrier technology to house the individual silicon chips together. But this still does not address the problem that the processors (logic) and the memory (DRAM) are implemented in different chips and, as a result, the limited bandwidth between the processor and the memory and the large capacitive loads presented [i]n the off-chip interconnections are still limiting the overall system performance. Ex. 1005, col. 1, ll. 25–37 (emphasis added). Luk describes SOI “carrier” technology with a “hous[ing]” for two “individual silicon chips.” Id. Dr. Bravman explains, with supporting evidence in the record, that “[t]he term ‘carrier’ was generally known in the art to mean a ‘substrate structure for supporting’ different ‘integrated circuit components’ that are ‘formed as chips mountable on the carrier,’” where each chip has its own respective substrate. Ex. 1031 ¶ 29 (quoting Ex. 1032, col. 3, ll. 42–50, col. 11, ll. 20–25). Thus, Luk appropriately indicates that SOI “carrier” technology would not solve the bandwidth bottleneck problem (just like other two-chip implementations) because the memory and processor components would be implemented on a housing with two “different chips” and “off-chip interconnections” between them. Ex. 1005, col. 1, ll. 25–37. This merely distinguishes multi-chip SOI carrier devices; it does not say anything about the use of a single chip with a single SOI substrate for both components. See Ex. 1031 ¶¶ 28–29. IPR2020-01009 Patent 6,747,320 B2 33 To be sure, Luk does not expressly disclose using SOI as a substrate for both a DRAM and CMOS logic. See PO Resp. 20; Ex. 2027, 68:12–15. But we see nothing in its disclosure indicating that doing so was disfavored or would not solve the bandwidth bottleneck problem the reference is designed to solve. Nor do we find anything in Luk suggesting that the stated benefits arise because of a “bulk” substrate. Again, Luk and other references in the record broadly disclose the benefits of DRAM-CMOS logic integration without indicating that a particular type of substrate is necessary to achieve those benefits. Thus, a person of ordinary skill in the art “would have considered Luk to be directly applicable to all DRAM, including Hidaka’s SOI DRAM.” See Reply 13. Second, Patent Owner argues that Petitioner does not consider the references as a whole and fails to explain “what type of semiconductor device (SOI-CMOS, bulk-CMOS or some hybrid) a [person of ordinary skill in the art] purportedly would have been led to make based on Hidaka and Luk.” PO Resp. 27–32; Sur-Reply 7–12. According to Patent Owner, it was Petitioner’s burden to describe the combined semiconductor device in the Petition because obviousness requires a showing of how a person of ordinary skill in the art would have combined prior art references. PO Resp. 28–31, 37. Patent Owner points out that Dr. Bravman acknowledged that he did not “describe a particular device” with a particular type of substrate in his analysis. Id. at 29–30; see Ex. 2027, 71:18–73:12. Patent Owner also contends that describing the combined semiconductor device (including its substrate) was “critical” because substrate type has a “significant and probably pro[f]ound effect on the entirety of the processing regime.” PO Resp. 31 (quoting Ex. 2027, 73:14–74:3) (emphasis omitted; alteration in original). IPR2020-01009 Patent 6,747,320 B2 34 Petitioner, however, did describe how the prior art would have been combined. Petitioner explained in the Petition that a person of ordinary skill in the art would have been motivated to (1) “follow Luk’s teaching and embed Hidaka’s DRAM along with CMOS logic on the same semiconductor chip,” and (2) follow Takemura’s teaching and “replace Hidaka’s LOCOS isolation with [a] STI.” Pet. 40–41, 54, 57–58. Hidaka discloses a “semiconductor device” of a DRAM on a “SOI (Silicon on Insulator) substrate,” with isolation between adjacent N-type sense amplifier transistors and P-type sense amplifier transistors. Id. at 40, 48–50; see Ex. 1004, col. 1, ll. 16–19, Fig. 18. Thus, Petitioner’s position is that a person of ordinary skill in the art would start with Hidaka’s “semiconductor device”9 and modify it in two respects: (1) to integrate it with CMOS logic on the same semiconductor chip (based on Luk), and (2) to isolate the pairs of sense amplifier transistors with STI regions (based on Takemura, which Patent Owner does not dispute). Pet. 40–41, 54, 57–58. In other words, the combined semiconductor device is simply a modified version of Hidaka’s DRAM. See Paper 7, 17 (Patent Owner acknowledging that Petitioner is asserting “obviousness over Hidaka modified based on Luk and Takemura”). And Petitioner gives reasons why an ordinarily skilled artisan would have been motivated to make the modifications. Pet. 54–58. This is sufficient to explain “how” and “why” the prior art references are being combined. See TriVascular, 812 F.3d at 1066; Kinetic Concepts, Inc. v. Smith & 9 As explained above, this is consistent with Petitioner’s overall obviousness theory. Hidaka wants to “increase . . . the degree of integration” of DRAMs, and modifying Hidaka’s DRAM based on Luk to implement it with CMOS logic on the same chip would further that goal. See Ex. 1004, col. 1, ll. 50–58. IPR2020-01009 Patent 6,747,320 B2 35 Nephew, Inc., 688 F.3d 1343, 1368 (Fed. Cir. 2012) (“[W]e must [] be careful not to allow hindsight reconstruction of references to reach the claimed invention without any explanation as to how or why the references would be combined to produce the claimed invention.”). To the extent Patent Owner places significant importance on the type of substrate a person of ordinary skill in the art would have used for the modified semiconductor device of Hidaka, we note that Hidaka’s device has a SOI substrate. Thus, it is a SOI device that is being modified, and Petitioner did not contend in the Petition that any non-SOI substrate would be used when the device is modified based on the teachings of Luk. Further, claim 1 is agnostic as to the type of substrate used. The claim recites a “semiconductor device” with an “active region,” which dictates that a substrate exists, but the claim never recites a “substrate,” specifies a particular type of substrate, or recites any properties of the substrate. See Sur-Reply 13; Ex. 1028, 34:9–36:20; Tr. 42:13–21 (Patent Owner acknowledging that “the claims are not limited to a particular semiconductor, or a particular kind of substrate”). Nor does the Specification limit the device to a particular type of substrate. See Ex. 1028, 37:18–38:9. There is no dispute that different types of substrates (e.g., “bulk” substrate, SOI substrate) were known at the time of the ’320 patent. See, e.g., PO Resp. 15 (arguing that “bulk silicon substrate” was conventional at the time of the ’320 patent and SOI was known at the time as “a less common alternative to bulk”), 43 (“SOI substrate on which the Hidaka DRAM is formed”). IPR2020-01009 Patent 6,747,320 B2 36 Patent Owner argues in its Response that there are four “conceivable” ways Petitioner might have alleged in the Petition that Hidaka and Luk could be combined, providing the following illustrative figures (id. at 35–37). The figures depict Patent Owner’s characterization of “options” 1–4 that implement a DRAM and CMOS logic region on various substrates. Id. Patent Owner addresses all four alleged options, asserting that Petitioner fails to provide sufficient reasoning under any of the four possible arrangements. Id. at 39–52. As an initial matter, Patent Owner’s arguments regarding options 1, 3, and 4 are immaterial. See id. at 39–45, 49–52. With respect to option 1, as explained above, Petitioner’s position is that a person of ordinary skill in the art would have had reason to modify Hidaka’s device (DRAM on SOI) based on the teachings of Luk and “embed” it with CMOS logic “on the same semiconductor chip.” Pet. 54. Petitioner never took the position that a person of ordinary skill in the art would “start with Luk’s example [of] IPR2020-01009 Patent 6,747,320 B2 37 embedded DRAM devices on a bulk substrate and then” modify Luk’s device. See Reply 8. Petitioner instead proposes modifying Hidaka’s device. Pet. 54; Reply 7–8. Patent Owner also argues that a person of ordinary skill in the art “would not have used Hidaka’s SOI-specific DRAM on bulk” for various reasons, including that “Hidaka disparages DRAM ‘formed on a silicon substrate,’ because it can have data errors from ‘α-particles,’” which “teaches away from modifying Hidaka by implementing its DRAM on bulk.” PO Resp. 26–27. Petitioner, however, never argued that a person of ordinary skill in the art would have modified Hidaka’s device to be on a bulk substrate. See Pet. 40–42, 54–58; Reply 8. With respect to options 3 and 4, which are hybrid devices with one of the DRAM and CMOS logic being on a SOI region and one on a bulk region, Petitioner argues in a footnote in its Reply that Patent Owner’s evidence shows that such devices were known in the art. Reply 15 n.1. Petitioner, however, never argued in the Petition, and Dr. Bravman offers no testimony that would support such an argument, that an ordinarily skilled artisan would have combined Hidaka and Luk in such a hybrid manner. See Tr. 20:1–21 (Petitioner arguing that the Petition “demonstrated” option 2 and acknowledging that the Petition did not discuss the “mixed substrates” of options 3 and 4); Sur-Reply 15–16. Again, the specific modification proposed by Petitioner is to modify Hidaka’s device (DRAM on SOI) based on the teachings of Luk and “embed” it with CMOS logic “on the same semiconductor chip.” Pet. 54; Reply 7–8. That modification appears to be (in simplified form) what IPR2020-01009 Patent 6,747,320 B2 38 Patent Owner characterizes as option 2.10 For the reasons explained above, we determine that Petitioner has made a sufficient showing with respect to the combined semiconductor device. Patent Owner further argues, with respect to option 2, that Petitioner “fail[s] to address significant challenges that would have discouraged a [person of ordinary skill in the art] from pursuing such a device.” PO Resp. 46–49 (citing Ex. 2025 ¶¶ 113–123); Sur-Reply 18–21. According to Patent Owner, “SOI technology was still experimental in the relevant timeframe [of August 2002] and was known to present issues that impeded its adoption; indeed, even in 2005, major chip manufacturers such as Intel and TSMC had either delayed their release of SOI devices or abandoned them altogether.” PO Resp. 46–47 (citing Ex. 2041). Patent Owner contends that “there were specific problems with integrating DRAM with SOI-based CMOS logic,” including the creation of “high leakage current” and “floating body effects,” 10 Patent Owner contends that any reliance on option 2 in the Reply is an improper new argument. Sur-Reply 16. We disagree. Although Dr. Bravman did not describe a particular device with a particular type of substrate in his initial declaration, Petitioner expressly argued in the Petition that a person of ordinary skill in the art would have been motivated to “follow Luk’s teaching and embed Hidaka’s DRAM along with CMOS logic on the same semiconductor chip.” See Pet. 54. We disagree with Patent Owner’s argument at the hearing that the proposed combination is “ambiguous”—the Petition clearly was premised on modifying Hidaka’s device based on the teachings of Luk (and based on the teachings of Takemura, which Patent Owner does not dispute and does not characterize as ambiguous). See Tr. 34:24–35:18, 38:6–39:9; Apple Inc. v. Andrea Elecs. Corp., 949 F.3d 697, 706–707 (Fed. Cir. 2020) (concluding that the petitioner’s reply arguments did not change the asserted “legal ground” and were not “the types of arguments that [the court had] previously found to raise a ‘new theory of unpatentability’”); Chamberlain Group, Inc. v. One World Techs., Inc., 944 F.3d 919, 924–925 (Fed. Cir. 2019) (“Parties are not barred from elaborating on their arguments on issues previously raised.”). IPR2020-01009 Patent 6,747,320 B2 39 that made DRAM and CMOS “incompatible” for a SOI device. Id. at 47–48 (citing Exs. 2023, 2033, 2034) (emphasis omitted). Patent Owner argues that IBM was not able to achieve “successful integration of DRAM and CMOS on SOI” until much later in 2007–2008, and even then, the solution IBM adopted was “DRAM on bulk and CMOS logic on SOI” (not both components on SOI), which was “consistent with the state of the art.” Id. (citing Exs. 2023, 2028, 2035–2037). Petitioner responds that the documents cited by Patent Owner actually demonstrate the opposite—namely, that “not only was it known that embedded DRAM could be formed on SOI, but that doing so was desirable,” and Hidaka solves the problems identified by Patent Owner. Reply 16–18. After reviewing the evidence of record, we agree with Petitioner. By the time of the ’320 patent (August 2002), SOI devices were well-known, known to have various advantages over devices with a bulk substrate, and increasingly being used. See, e.g., id. at 12–13; Ex. 1028, 44:5–9, 59:2–11; Ex. 2025 ¶ 75; Ex. 2029, col. 1, l. 41–col. 2, l. 37 (SOI devices “consume less power than do bulk CMOS devices,” “operate at higher speeds,” and “offer[] a number of [other] advantages relative to traditional transistor formation in a bulk silicon wafer”); Ex. 2031 ¶¶ 5–6 (SOI devices have “demonstrated significant progress recently” and provide “several advantages . . . over the general [integrated circuit (IC)] devices made on bulk substrate”); Ex. 2033, col. 2, ll. 52–54 (“To increase logic performance, it is desirable to fabricate CMOS devices in the logic portion in SOI regions.”); Ex. 2039, col. 1, ll. 27–33 (“SOI devices, such as a SOIMOSFET, using an SOI substrate in place of a conventional silicon bulk substrate ha[ve] been attracting a great deal of attention. . . . Such SOI devices have already been mass-produced for use in high-performance logic IPR2020-01009 Patent 6,747,320 B2 40 circuits.”); Ex. 2043, col. 1, ll. 16–26 (“Silicon-on-insulator (SOI) technology is becoming of increasing importance in the field of integrated circuits. . . . High performance and high density integrated circuits are achievable using SOI technology because of the reduction of parasitic elements present in integrated circuits formed in bulk semiconductor.”). Implementing DRAM on SOI, as in Hidaka, also was well-known. See, e.g., Pet. 24–25, 40; Reply 18; Ex. 1004, col. 1, ll. 16–19; Ex. 2032, col. 1, ll. 10–25 (“SOI is good for DRAM for several reasons.”); Ex. 2045, 1, 7 (“SOI CMOS technology has been used to realize . . . DRAM, SRAM, and other system circuits”), 92–94. Thus, we do not agree with Patent Owner’s characterization of SOI technology as still “experimental” in August 2002. See PO Resp. 46–47. Significantly, embedded DRAM on SOI also was known to persons of ordinary skill in the art and seen as desirable. See, e.g., Reply 13–14, 16–17 (quoting nine prior art references submitted by Patent Owner (Exhibits 2023, 2028, 2033, 2035–2039, and 2045) that “discuss various embedded DRAMs that employ SOI”); Ex. 1031 ¶¶ 24–27; Ex. 1026 (“Shiho”), col. 2, ll. 40–47 (describing embedded DRAM integrated circuits with a substrate that may be many different types, including a “silicon on insulator (SOI) substrate[]”), Fig. 1; Ex. 1027 (“Yamamoto”) ¶¶ 9, 105; Ex. 2039, col. 1, ll. 34–40 (“development of a system [large scale integration (LSI)] or a system-on-chip which carries a memory (e.g., a DRAM) together with an SOI logic on a single chip has become an urgent necessity”). Patent Owner responds that Shiho discloses SOI as a substrate merely in a “catch-all phras[e]” of the type that “patent applicants use to support broad claims.” Sur-Reply 20–21. Although Shiho does not describe a particular embedded DRAM device with a SOI substrate, we do not discount it completely. It is IPR2020-01009 Patent 6,747,320 B2 41 at least some support showing that a person of ordinary skill in the art would have recognized that a wide variety of substrates, such as SOI, could be used when making an embedded DRAM device, and that modifying a DRAM-on-SOI device like Hidaka to have integrated CMOS logic would not have been as problematic as Patent Owner contends.11 With respect to IBM’s development of an embedded DRAM device, an EE Times article published in 2000 states the following: IBM Corp. has found a way to embed DRAM in a silicon-on-insulator (SOI) logic process, filling a menacing pothole in its system-on-a-chip road map. Both technologies are considered vital to creating the complex semiconductors at the heart of future electronic devices—one being an element crucial to integrated system designs, and the other a processing technique that allows high-speed circuits to maintain electrical integrity, even when packed into ever-smaller spaces. Until now, the two were considered hopelessly incompatible. Ex. 2023, 1; see Ex. 2054 ¶ 5. The article further states that “SOI has become the primary processing technology for IBM’s high-end products, mainly microprocessors and SRAM,” and “[e]mbedded DRAM is also gaining acceptance,” but there was “a question of whether [IBM] could ever embed DRAM in SOI.” Ex. 2023, 1. The article describes IBM’s technique as “patterned SOI” where wafers are fabricated with “areas of both bulk CMOS and SOI.” Id. at 2. “When DRAM cells were isolated in the bulk 11 Shiho also is consistent with Luk’s disclosure of the benefits of embedding a DRAM with CMOS logic. See Pet. 54–55; Ex. 1026, col. 1, ll. 16–22 (“Embedded DRAM is likely to provide microcontroller (MCU) and other embedded controllers faster access to larger capacities of on-chip memory at a lower cost than that currently available . . . .”); Ex. 1031 ¶ 27. IPR2020-01009 Patent 6,747,320 B2 42 regions, memory and logic were able to coexist in a chip design without sacrificing the performance of either.” Id. Patent Owner relies on the statement that DRAM and CMOS logic were considered “hopelessly incompatible” for implementing on SOI. PO Resp. 47. The article, however, states that IBM “ha[d] found a way” to create embedded DRAM on SOI; thus, the previous view in the art was no longer the case at least as of 2000 (two years before the ’320 patent). See Ex. 2023, 1. The other references cited above, such as Shiho (filed in 1999), further support that view. See Ex. 1026, code (22), col. 2, ll. 40–47. Patent Owner also points to the fact that IBM adopted a hybrid design with DRAM on bulk and CMOS logic on SOI (option 4 above), rather than a design with both components on SOI (option 2 above). PO Resp. 47–48; Sur-Reply 21. Given the other evidence before us, however, we are not persuaded that the fact that IBM encountered issues with implementing DRAM on SOI means that others did as well or that a person of ordinary skill in the art would not have considered integrating a DRAM with CMOS logic on SOI. Indeed, Hidaka provided a solution for implementing DRAM on SOI, and expressly states that its implementation was designed to solve various problems in the art, such as reducing leakage current, suppressing noise interference, and achieving a “minimum layout area.” Ex. 1004, col. 1, ll. 16–19, col. 2, ll. 47–54, col. 3, ll. 18–34; see Reply 19. And references like Shiho suggest that embedded DRAM on SOI was contemplated in the art at the time. See Ex. 1026, col. 2, ll. 40–47. In sum, the evidence of record indicates that development of embedded DRAM devices using a SOI substrate (as in Petitioner’s proposed combination of Hidaka and Luk) was contemplated and ongoing by August 2002. Although some in the industry encountered some issues with creating IPR2020-01009 Patent 6,747,320 B2 43 such devices, viewing the evidence as a whole, we are not persuaded that those issues would have dissuaded a person of ordinary skill in the art from making the asserted combination of Hidaka and Luk. We also note that, to the extent Patent Owner disputes Petitioner’s asserted combination based on the complexity of substrate “selection,” Sur-Reply 14, 17, the asserted combination starts with Hidaka’s DRAM device that has an existing substrate (SOI) and makes the modification of embedding the DRAM with CMOS logic on the same chip; no other substrate is being “select[ed].” Third, Patent Owner argues that Petitioner’s asserted motivation to combine Hidaka and Luk is unsupported, pointing to various statements made by Dr. Bravman during cross-examination where he “effectively admitted the only ‘reason’ he combined various features from Luk and Hidaka was that he needed to do so to reconstruct the Challenged Claims.” PO Resp. 32–34 (citing Ex. 2027, 80:15–81:21, 85:6–86:10, 86:12–87:3, 88:14–89:8, 91:1–14); Sur-Reply 22. We have reviewed the cited statements in context and do not read them in that manner. Dr. Bravman was asked whether he provided in his declaration any “specific reasons why a [person of ordinary skill in the art] would pick Hidaka’s DRAM to combine with CMOS logic on a single chip” or any “motivations that are specific to any unique attribute of Hidaka.” Ex. 2027, 80:15–81:21, 85:6–9, 85:19–86:10, 87:12–88:8, 90:4–6, 90:18–91:14. In response, he explained that he “chose[]” Hidaka as the base reference because it “shows quite clearly the design features” (e.g., of the sense amplifier transistors recited in claim 1) and the fact that they “were largely known in the art already,” and referred to the motivation to combine analysis in his declaration where he explains his alleged motivation to start with Hidaka’s DRAM device and IPR2020-01009 Patent 6,747,320 B2 44 modify it based on Luk. Id. We see nothing improper with that analysis. See Reply 3–4, 20–22. As explained above, Dr. Bravman’s declaration explains in detail the basis for his opinions regarding the combination of Hidaka and Luk, and is supported by the disclosures of the references themselves and other evidence of record. Patent Owner also contends that Petitioner’s motivation to combine analysis is deficient because it includes a statement that “DRAM—like that taught by Hidaka—could be integrated or embedded along with a separate logic circuitry onto a semiconductor chip,” and obviousness requires a showing that a person of ordinary skill in the art would have made the combination. PO Resp. 34–35 (quoting Pet. 41). We agree as to the latter point. The analysis for why the combination would have been made appears later in the Petition, and we find it sufficient for the reasons explained above. See Pet. 53–56. Fourth, Patent Owner argues that there is no support for the assertion in the Petition that “a [person of ordinary skill in the art] would have recognized that Luk’s system is specifically designed to take existing memory components—like those disclosed by Hidaka—and tailor them for use in an embedded chip,” and Dr. Bravman’s testimony to that effect is conclusory. PO Resp. 52–53 (quoting Pet. 58; citing Ex. 1003 ¶¶ 285–287). Patent Owner contends that “Petitioner points to no feature of Hidaka’s DRAM a [person of ordinary skill in the art] allegedly would have ‘tailored’ or modified based on teachings of Luk.” Id. at 53–54. As explained in the Decision on Institution, we agree that Petitioner and Dr. Bravman do not describe a particular modification to Hidaka’s DRAM itself. Dec. on Inst. 40. Rather, the asserted modification to Hidaka is to take Hidaka’s existing DRAM and “embed [it] along with CMOS logic IPR2020-01009 Patent 6,747,320 B2 45 on the same semiconductor chip.” Pet. 54. We do not see why it was necessary for Petitioner to propose specific modifications to Hidaka’s DRAM itself, beyond the straightforward modification described in the Petition. See id.; Rovalma, S.A. v. Bohler-Edelstahl GmbH & Co. KG, 856 F.3d 1019, 1025 (Fed. Cir. 2017) (“the amount of explanation needed varies from case to case, depending on the complexity of the matter and the issues raised in the record”). Further, although the cited portions of Dr. Bravman’s declaration do not cite supporting evidence (and thus are entitled to less weight than other testimony that is directly supported), they are consistent with the overall disclosure of Luk and Dr. Bravman’s earlier testimony. Dr. Bravman testifies that “Luk provides one of ordinary skill in the art with an example method that can be used to embed an existing DRAM design (like that taught by Hidaka) onto the same chip as CMOS logic,” such that one of ordinary skill in the art could take the existing memory components of Hidaka’s DRAM and “determine how to best pattern them onto the same chip as CMOS logic.” Ex. 1003 ¶¶ 285–286. Luk describes in detail a “DRAM compiler/configurator” for creating “the physical structure, circuit, and layout” of an embedded DRAM design with different parameters, such as memory capacity, modes of operation, etc. Ex. 1005, col. 1, ll. 41–62, col. 5, l. 56–col. 6, l. 59, Fig. 9; see Pet. 35–36; Ex. 1003 ¶¶ 161–162. Luk also provides flexibility in implementing different kinds of integrated DRAM/logic chips, stating that it is an object of the invention to use the DRAM compiler/configurator “for a wide range of integrated logic/DRAM applications.” See Ex. 1005, col. 1, ll. 52–62. Luk’s disclosure, as well as the other evidence of record describing DRAM-CMOS logic integration IPR2020-01009 Patent 6,747,320 B2 46 discussed herein, indicates that it would have been within the skill of an ordinarily skilled artisan to modify Hidaka’s device as Petitioner contends. Fifth, Patent Owner argues that Petitioner has not proven that a person of ordinary skill in the art would have had a reasonable expectation of success in modifying Hidaka’s device, based on the teachings of Luk, to achieve a semiconductor device with a DRAM region and co-resident high-speed CMOS logic region, as recited in claim 1. PO Resp. 55–58. In particular, Patent Owner argues that Petitioner’s contention and Dr. Bravman’s testimony that embedding Hidaka’s DRAM on the same chip as CMOS logic would have been a “routine and straightforward design choice” are conclusory. Id. at 55 (quoting Pet. 55–56; citing Ex. 1003 ¶¶ 245–293). Further, according to Patent Owner, “Dr. Bravman’s assertion that embedding Hidaka’s DRAM onto a chip with logic would have been ‘routine’ is belied by his own repeated acknowledgement of the complexities involved in designing an integrated DRAM/logic chip.” Id. at 56 (citing Ex. 2025 ¶¶ 143–145; Ex. 2027, 63:8–64:2, 64:4–65:5, 73:14–74:3). We find that Petitioner has made a sufficient showing that a person of ordinary skill in the art would have had a reasonable expectation of success in combining the references’ teachings and achieving the semiconductor device of claim 1. “[E]xpectation of success need only be reasonable, not absolute.” Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1364 (Fed. Cir. 2007). Petitioner explains, with supporting testimony from Dr. Bravman and supporting evidence in the record, how SOI-based DRAM (e.g., Hidaka), SOI-based CMOS logic, and embedded DRAM on a SOI substrate (e.g., Shiho, Yamamoto) were known to persons of ordinary skill in the art at the time of the ’320 patent. See Pet. 40, 54–58; Reply 13, 16–18, 20; Ex. 1003 ¶¶ 179, 257–262; Ex. 1031 ¶¶ 24–27. And, of course, the ’320 patent IPR2020-01009 Patent 6,747,320 B2 47 acknowledges that embedded DRAMs with a co-resident DRAM and logic circuitry had been “put into practical use,” and that there were a number of known techniques and fabrication processes to create “a commodity DRAM [that is] co-resident with a high-speed logic.” Ex. 1001, col. 1, ll. 16–27. After reviewing the full trial record, we find that an ordinarily skilled artisan would have had a reasonable expectation of success in making the proposed modification to Hidaka based on Luk. For the reasons explained above, we find that the combination of Hidaka and Luk teaches the co-resident limitation of claim 1 and that Petitioner has provided sufficient reasoning for why a person of ordinary skill in the art would have been motivated to modify Hidaka’s device based on the teachings of Luk and would have had a reasonable expectation of success in doing so. c) Conclusion For the reasons set forth by Petitioner and explained above, we are persuaded that Hidaka, Luk, and Takemura collectively teach all of the limitations of claim 1. We also are persuaded that a person of ordinary skill in the art would have been motivated to modify Hidaka’s device (based on the teachings of Luk) to have its DRAM be “co-resident” with a high-speed CMOS logic region and to further modify the device (based on the teachings of Takemura) to use STI rather than LOCOS isolation, achieving the semiconductor device recited in the claim, and would have had a reasonable expectation of success in doing so. Petitioner has proven, by a preponderance of the evidence, that claim 1 would have been obvious based on Hidaka, Luk, and Takemura under 35 U.S.C. § 103(a). IPR2020-01009 Patent 6,747,320 B2 48 E. Obviousness Ground Based on Hidaka and Luk (Claims 4–6) 1. Claim 4 Independent claims 1 and 4 are identical except for the type of isolation they require. Claim 1 recites that the pair of adjacent N-type sense amplifier transistors and pair of adjacent P-type sense amplifier transistors are isolated by “shallow trench isolation (STI) regions.” Petitioner relies on Takemura for a teaching of STI regions. Pet. 47–53; see supra Section II.D.4.a. Claim 4, by contrast, recites isolation using “field shield electrodes.” Specifically, claim 4 recites (“the field shield electrodes limitation”) that active regions are connected to each other in a pair of adjacent N-type sense amplifier transistors and a pair of adjacent P-type sense amplifier transistors, and on the active regions, field shield electrodes are disposed between the pair of adjacent N-type sense amplifier transistors and between the pair of adjacent P-type sense amplifier transistors so as to be parallel to the pair of gate electrodes of each of the sense amplifier transistors. Petitioner argues that Hidaka teaches the recited isolation, pointing to the annotated version of Figure 18 reproduced in Section II.D.4.a above. Pet. 60. According to Petitioner, the annotated figure depicts an isolation (shown in orange) “between” adjacent N-type sense amplifier transistors (shown in red) and “parallel” to the gate electrodes of the sense amplifier transistors (shown in green), and the P-type sense amplifiers have the same structure. Id. (citing Ex. 1004, col. 9, ll. 41–43). Petitioner further cites Hidaka’s teaching of adjacent transistors being isolated using “field shield isolation” via a field shield electrode. Id. at 61. Petitioner asserts that a person of ordinary skill in the art would have understood that Hidaka’s field shield electrode could be used to isolate Hidaka’s sense amplifier transistors, just like LOCOS isolation, and, in that case, the active regions would remain IPR2020-01009 Patent 6,747,320 B2 49 physically “connected” to each other but isolated by the electric field created by the field shield electrode. Id. at 61–63. Petitioner argues, citing Dr. Bravman’s testimony and supporting documentation in the record, that an ordinarily skilled artisan would have been motivated to do so because field shield electrodes have a number of benefits over LOCOS isolation (e.g., avoiding stress concentration, high reliability, more compact size), and would have had a reasonable expectation of success in doing so because Hidaka already teaches “field shield isolation” as an acceptable method of transistor isolation. Id. at 61, 67–68 (citing Ex. 1003 ¶¶ 334–345; Ex. 1016, col. 1, ll. 15–39; Ex. 1017, col. 1, ll. 59–67); see Ex. 1004, col. 11, ll. 19–25. With respect to the co-resident limitation recited in both claim 1 and claim 4, Petitioner argues that the limitation “is disclosed by Hidaka and Luk for the same reasons explained in Section I.C.1.a” of the Petition and a person of ordinary skill in the art “would have been motivated and considered it obvious to apply the teachings of Luk to Hidaka, and would have reasonably expected this combination to succeed, for the same reasons discussed in Section I.C.2” of the Petition. Pet. 59, 67. Patent Owner responds that neither section exists, which is “fatal” to the Petition in Patent Owner’s view, but even if not, Petitioner’s arguments regarding claim 4 fail for the same reasons argued with respect to claim 1. PO Resp. 6, 58–59. As explained in the Decision on Institution, given that the co-resident limitation is recited identically in both claim 1 and claim 4, and Petitioner relies on the combination of Hidaka and Luk for the limitation, we understand the cited references to be typographical errors that were meant to refer to Sections VII.C.1.a and VII.C.2 of the Petition. See Dec. on Inst. 44 n.8. We also disagree with Patent Owner’s arguments regarding the combination of IPR2020-01009 Patent 6,747,320 B2 50 Hidaka and Luk for the reasons explained above. See supra Section II.D.4.b.(2). We have reviewed Petitioner’s contentions and supporting evidence, including the testimony of Dr. Bravman, and are persuaded that Petitioner has proven, by a preponderance of the evidence, that claim 4 would have been obvious based on Hidaka and Luk under 35 U.S.C. § 103(a), for the reasons stated by Petitioner. See Pet. 58–63, 67–68; Ex. 1003 ¶¶ 294–315, 334–345. 2. Claims 5 and 6 Claim 5 depends from claim 4 and recites that “the pair of gate electrodes and the field shield electrodes are disposed at a substantially equal interval.” Petitioner argues that “in every one of Hidaka’s figures,” including Figure 18, “the isolation region is centered between the gates of two adjacent sense amplifier transistors.” Pet. 63–64. Petitioner further contends that Hidaka’s “field shield electrode is positioned and located such that [it] is in the middle of the space between two active areas,” and a person of ordinary skill in the art would have understood that the symmetrical spacing was “purposeful” because “[p]ositioning the field shield electrode at equal distances to adjacent signal bearing components—like transistor gate electrodes—ensures that the components are fully isolated and do not experience varying degrees of noise and interference.” Id. at 64–65. Claim 6 depends from claim 4 and recites that “a ground potential or a negative voltage used for a substrate potential of a DRAM cell is applied to the field shield electrodes on the N-type active regions.” Petitioner argues that the limitation would have been obvious based on Hidaka, as Hidaka teaches isolation of adjacent transistors using field shield electrodes and a IPR2020-01009 Patent 6,747,320 B2 51 person of ordinary skill in the art would have understood that Hidaka’s device operates in the manner recited in claim 6. Id. at 66. As support, Petitioner notes that Hidaka is related to another application, U.S. Patent Application No. 08/353,276, and a continuation of that application describes operation of a field shield electrode where a “[g]round potential Vss or a negative potential” is applied to isolate adjacent elements. Id. (quoting Ex. 1019, col. 32, ll. 16–20; citing Ex. 1004, col. 1, ll. 9–12). Patent Owner does not argue separately dependent claims 5 and 6. See PO Resp. 21–59; Sur-Reply 1–22. We disagree with Patent Owner’s arguments regarding parent claim 4 for the reasons explained above. See supra Section II.E.1. We have reviewed Petitioner’s contentions and supporting evidence, including the testimony of Dr. Bravman, and are persuaded that Petitioner has proven, by a preponderance of the evidence, that claims 5 and 6 would have been obvious based on Hidaka and Luk under 35 U.S.C. § 103(a), for the reasons stated by Petitioner. See Pet. 63–68; Ex. 1003 ¶¶ 316–345. F. Obviousness Grounds Based on Aoyama, Luk, and Takemura (Claim 1), and Aoyama, Luk, and Hidaka (Claims 4–6) 1. Aoyama Aoyama discloses “[a] semiconductor memory device, whose pairs of bit lines are connected to a pair of data buses, . . . divided into a plurality of blocks each comprising a plurality of parted memory cells, a pair of switching elements, and a block sense amplifier.” Ex. 1007, code (57). Aoyama describes a static RAM, but states that its disclosed “invention can be also applied to [a] dynamic RAM.” Id. at col. 7, ll. 52–54. The block IPR2020-01009 Patent 6,747,320 B2 52 sense amplifier in Aoyama’s memory device includes P-channel MOS transistors and N-channel MOS transistors. Id. at col. 6, ll. 14–23, Fig. 6. Figure 7(a) of Aoyama is reproduced below. Figure 7(a) depicts “a plan view of the pattern of a block sense amplifier . . . in a block located farthest from the data bus of the semiconductor memory device.” Id. at col. 4, ll. 28–31. The block sense amplifier includes P-channel MOS transistors Q1 and Q2, N-channel MOS transistors Q3, Q4, and Q5, P-type and N-type active areas, sense amplifier gate electrodes, and bit lines BLi0, /BLi0, BLi1, and /BLi1. Id. at col. 6, ll. 14–61. 2. Analysis Petitioner argues that claim 1 is unpatentable over Aoyama, Luk, and Takemura, and claims 4–6 are unpatentable over Aoyama, Luk, and Hidaka, under 35 U.S.C. § 103(a), relying on the testimony of Dr. Bravman as IPR2020-01009 Patent 6,747,320 B2 53 support. Pet. 68–82 (citing Ex. 1003). Petitioner’s analysis of the Aoyama-based asserted grounds is similar to its analysis for the Hidaka-based grounds. Compare Pet. 39–68, with id. at 68–82. Petitioner relies on Aoyama for the majority of the claim limitations, including a “DRAM region” having “a pair of gate electrodes of a N-type sense amplifier transistor and a pair of gate electrodes of a P-type sense amplifier transistor constituting a CMOS sense amplifier” where the pairs of gate electrodes of the sense amplifier transistors “are disposed respectively in one active region in parallel to each other in the same direction as that of bit lines.” Id. at 69–72, 78–79. Petitioner relies on combinations of Aoyama (1) with Luk for the co-resident limitation of claims 1 and 4, (2) with Takemura for the shallow trench isolation limitation of claim 1, and (3) with Hidaka for the field shield electrodes limitation of claim 4. Id. at 68–69, 73–79. With respect to the co-resident limitation of independent claims 1 and 4, Petitioner makes two arguments. First, Petitioner relies on Aoyama alone, arguing that a person of ordinary skill in the art “would have understood that Aoyama’s memory, like all semiconductor memory, includes standard peripherical logic.” Id. at 69 (citing Ex. 1003 ¶¶ 348–351; Brent Keeth & R. Jacob Baker, DRAM Circuit Design: A Tutorial 33 (2001) (Ex. 1012, “Keeth”)). As explained in the Decision on Institution, it is unclear what Petitioner means by “standard peripherical logic,” as Petitioner and Dr. Bravman do not explain the phrase or identify any particular component(s) in Aoyama or the cited page of Keeth. See id.; Dec. on Inst. 47–48. Nor do Petitioner and Dr. Bravman explain in any detail why the alleged “standard peripherical logic” constitutes a “high-speed CMOS logic region” that is co-resident with a “DRAM region.” Indeed, Petitioner IPR2020-01009 Patent 6,747,320 B2 54 acknowledges that “Aoyama does not specifically state that its DRAM is included on the same chip as separate, non-memory CMOS logic, such as a processor.” Pet. 69. We are not persuaded that Aoyama alone teaches the co-resident limitation. Second, Petitioner again relies on a combination with Luk, stating that “[w]hile Aoyama does not explicitly explain that its DRAM can be ‘co-resident’ on the same chip as separate, non-DRAM logic, Luk teaches this and explains that integrating DRAM and separate logic provides many benefits,” referencing Sections I.C.1.a and I.C.2 of its Petition. Pet. 68–69, 75 (arguing that a person of ordinary skill in the art would have been motivated to combine Aoyama and Luk “for the same reasons discussed in Section I.C.2” of the Petition), 77–78. Again, we assume that these references are typographical errors and meant to refer to the portions of the Petition involving the combination of Hidaka and Luk (Sections VII.C.1.a and VII.C.2). See Dec. on Inst. 48; Reply 22. We are not persuaded that Petitioner has made a sufficient showing that a person of ordinary skill in the art would have had reason to combine Aoyama and Luk. Petitioner provides no explanation in the Petition regarding the combination of Aoyama and Luk, beyond referring to the arguments regarding the combination of Hidaka and Luk. See Pet. 68–69, 75, 77–78.12 Importantly, as Patent Owner correctly points out, the latter 12 To the extent Petitioner attempts to rely on paragraphs from Dr. Bravman’s declaration, we note that none of that analysis is explained in the Petition; the Petition solely refers to the earlier arguments regarding Hidaka and Luk. See Pet. 75; Reply 22; Ex. 1003 ¶¶ 374–389; 37 C.F.R. § 42.6(a)(3) (“Arguments must not be incorporated by reference from one document into another document.”); Cisco Sys., Inc. v. C-Cation Techs., LLC, IPR2014-00454, Paper 12 at 10 (PTAB Aug. 29, 2014) (informative). IPR2020-01009 Patent 6,747,320 B2 55 arguments are specific to Hidaka’s device and premised on particular teachings of Hidaka. See PO Resp. 63–64 (citing Pet. 54, 55, 57, 58). For example, in support of its argument that it would have been “obvious to follow Luk’s teaching and embed Hidaka’s DRAM along with CMOS logic on the same semiconductor chip,” Petitioner points out that Hidaka “already recognizes that it is desirable to ‘increase [] the degree of integration’ of DRAM.” Pet. 54 (quoting Ex. 1004, col. 1, ll. 50–58; alteration in original). We find that disclosure in Hidaka compelling. See supra Section II.D.4.b.(2). Aoyama discloses an entirely different device. See supra Section II.F.1. Absent any explanation from Petitioner, we are not persuaded that Petitioner’s arguments regarding the combination of Hidaka’s DRAM teachings with Luk’s teachings regarding integration with CMOS logic on a single chip automatically would apply in the same way to combining Aoyama’s DRAM teachings with Luk. A similar situation occurred in Magnum Oil, 829 F.3d at 1379–80. In that case, the petitioner asserted obviousness grounds based on two different combinations of references: (1) Alpha, Cockrell, and Kristiansen, and (2) Lehr, Cockrell, and Kristiansen. Id. at 1372. For the second ground, the petitioner merely incorporated its previous arguments regarding Alpha and stated that “[t]he same analysis applies to combinations using Lehr as a base reference,” “without presenting particularized arguments explaining why those arguments from Alpha would be cross-applicable to the Lehr reference,” which described a different device. Id. at 1372, 1379–80 (emphasis added). The court reversed the Board’s decision that the claims were unpatentable based on the Lehr ground, finding that the petitioner “failed to articulate a motivation to combine the specific teachings of Lehr, Cockrell, and Kristiansen to achieve the claimed invention.” Id. at 1379. IPR2020-01009 Patent 6,747,320 B2 56 The petitioner provided only “conclusory statements” as to the Lehr ground, rather than “specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.” Id. at 1380. Petitioner here makes a similar conclusory assertion that the same analysis for the asserted ground based on the combination of Hidaka and Luk applies to the asserted ground based on the combination of Aoyama and Luk, without providing the particularized analysis required to support a conclusion of obviousness as to that combination. Petitioner argues that a petition “can make an argument via internal cross-reference so long as the cross-referenced section supports the argument in question.” Reply 23. We agree that such cross-referencing is permissible. See CRFD Research, Inc. v. Matal, 876 F.3d 1330, 1345–46 (Fed. Cir. 2017) (agreeing with the petitioner that it “incorporated [an] argument into other grounds of unpatentability . . . by direct citation to [the] argument in the petition”). The problem for Petitioner is that the cross-referenced portions of the Petition do not support Petitioner’s arguments, as they are premised on Hidaka’s teachings and pertain to a specific modification to Hidaka’s device based on the teachings of Luk. Petitioner does not explain sufficiently, for example, why Aoyama’s device is similar to Hidaka’s or why Aoyama’s teachings are similar to the relevant teachings of Hidaka (e.g., those regarding the desirability of DRAM integration). Petitioner further contends that “there is no requirement under the law that the motivation to include logic with Hidaka’s DRAM be any different than the motivation to include logic with Aoyama’s DRAM” because “[t]he same motivation can apply to multiple references.” Reply 23 (citing Celgene Corp. v. Peter, 931 F.3d 1342, 1354–55 (Fed. Cir. 2019)). We do IPR2020-01009 Patent 6,747,320 B2 57 not read Celgene as supporting Petitioner’s contention that a single cross-reference to an earlier asserted ground is sufficient to establish a reason to combine for a different combination. To the contrary, the court noted that the alleged motivation to combine in Celgene constituted “a specific motivation to improve the prior art.” Celgene, 931 F.3d at 1354. Petitioner has not provided such a specific motivation with respect to Aoyama and Luk. Moreover, even if Petitioner is correct that the same rationale for Hidaka and Luk can apply to Aoyama and Luk, it was Petitioner’s burden to explain why the same analysis would apply to a different device like that of Aoyama. Petitioner failed to do so. Finally, Petitioner argues that the same “benefits” of embedding DRAM would “apply to all DRAM designs,” including Aoyama’s DRAM. Reply 23–24. We do not see where that argument was made in the Petition, however. Indeed, the only portions of the Petition that Petitioner cites for the argument discuss Luk generically and the combination of Hidaka and Luk. See id. (citing Pet. 34, 54–56). Petitioner has not proven, by a preponderance of the evidence, that claim 1 would have been obvious based on Aoyama, Luk, and Takemura, or that claims 4–6 would have been obvious based on Aoyama, Luk, and Hidaka, under 35 U.S.C. § 103(a). IPR2020-01009 Patent 6,747,320 B2 58 III. CONCLUSION13 Petitioner has demonstrated, by a preponderance of the evidence, that claims 1 and 4–6 of the ’320 patent are unpatentable. In summary: IV. ORDER In consideration of the foregoing, it is hereby: ORDERED that claims 1 and 4–6 of the ’320 patent have been shown to be unpatentable. 13 Should Patent Owner wish to pursue amendment of the challenged claims in a reissue or reexamination proceeding subsequent to the issuance of this Decision, we draw Patent Owner’s attention to the April 2019 Notice Regarding Options for Amendments by Patent Owner Through Reissue or Reexamination During a Pending AIA Trial Proceeding. See 84 Fed. Reg. 16,654 (Apr. 22, 2019). If Patent Owner chooses to file a reissue application or a request for reexamination of the challenged patent, we remind Patent Owner of its continuing obligation to notify the Board of any such related matters in updated mandatory notices. See 37 C.F.R. §§ 42.8(a)(3), 42.8(b)(2). Claims 35 U.S.C. § References/ Basis Claims Shown Unpatentable Claims Not Shown Unpatentable 1 103(a) Hidaka, Luk, Takemura 1 4–6 103(a) Hidaka, Luk 4–6 1 103(a) Aoyama, Luk, Takemura 1 4–6 103(a) Aoyama, Luk, Hidaka 4–6 Overall Outcome 1, 4–6 IPR2020-01009 Patent 6,747,320 B2 59 This is a final decision. Parties to the proceeding seeking judicial review of the decision must comply with the notice and service requirements of 37 C.F.R. § 90.2. IPR2020-01009 Patent 6,747,320 B2 60 FOR PETITIONER: Jeremy Jason Lang K. Patrick Herman ORRICK, HERRINGTON & SUTCLIFFE LLP ptabdocketjjl2@orrick.com p52ptabdocket@orrick.com FOR PATENT OWNER: Gerald B. Hrycyszyn Richard F. Giunta Elisabeth Hunt Robert A. Jensen Gregory S. Nieberg Anant K. Saraswat WOLF GREENFIELD & SACKS, P.C. ghrycyszyn-ptab@wolfgreenfield.com rgiunta-ptab@wolfgreenfield.com ehunt-ptab@wolfgreenfield.com rjensen-ptab@wolfgreenfield.com gnieberg-ptab@wolfgreenfield.com Copy with citationCopy as parenthetical citation