• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.Some claims unpatentable
  PTAB · Jul 6, 2026 · IPR2025-00191 · APJ Michael T Cygan · IPR · Final written decision

  Claims 3, 8, 11, 12, and 19 are unpatentable under §103; Petitioner did not show claims 6, 9, 10, 13–18, and 20 unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “at the critical time “would have had a Bachelor of Science degree in electrical engineering or a similar discipline, along with 2–3 years of professional experience working with (e.g., researching, designing, or teaching) monolithic 3D structures and NAND memory devices, or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 27 (citing Ex. 1003 ¶¶34–38). Petitioner further asserts that a POSITA “would have been aware of and generally knowledgeable about 3D NAND’s structure, how it is manufactured, and its component parts.” Id. Patent Owner does 5 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. Pet. 100; PO. Resp. circuit design. PO Resp. 9–10 (citing Ex. 2021 ¶ 35). Neither Patent Owner nor Dr. Campbell considers the obviousness of the claims to turn on the precise definition of the level or ordinary skill in the art. PO Resp. 10; Ex. 2021 ¶ 35. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill, as it appears to be consistent with the specification of the ’322 patent and the prior art of record.” slip op. at 7

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner

    “C. Claim Construction Neither party proposes any express claim construction. Pet. 27 (stating claims should receive their “plain and ordinary meaning”); PO Resp. 10 (stating that Petitioner’s challenges fail “under any reasonable construction”). In an inter partes review, we construe a patent claim “using the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. [§] 282(b).” 37 C.F.R. § 42.100(b). Under this standard, the words of a claim generally are given their “ordinary and customary meaning,” which is the meaning the term would have to a person of ordinary skill at the time of the invention, in the context of the entire patent including the specification. Phillips v. AWH Corp., 415 F.3d 1303, 1312–13 (Fed. Cir. 2005) (en banc). We determine no terms require express construction for purposes of this Decision.” slip op. at 8

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “We determine that such a configuration would be neither inoperable nor significantly undesirable. Dr. Campbell testified that he does not argue that this configuration would be inoperable. Ex. 1106, 74:12–17; Ex. 2021 ¶60. Dr. Lee testifies that this configuration is “consistent with Nishikawa[123]’s Figure 14B.” Ex. 1105 ¶ 13. Dr. Lee further testifies that this configuration would not necessarily require a larger footprint, but instead, “could simply replace the trenches, abutting the device edge.” Id. Dr. Campbell testified that if the circular TAC replaced the rectangular trench, “I don’t know what it would be or exactly where it would be,” and therefore, “I can’t say what the size of the red circle would have to be.” Ex. 1106, 83:19–84:3. Therefore, the record does not support finding a circular TAC to have a larger footprint. Absent a larger footprint, there is no evidence that the end-connected TAC would be undesirable.” slip op. at 15

  • Expert testimonyPetitioner expert creditedPatent owner expert discountedMixed

    “nor significantly undesirable. Dr. Campbell testified that he does not argue that this configuration would be inoperable. Ex. 1106, 74:12–17; Ex. 2021 ¶60. Dr. Lee testifies that this configuration is “consistent with Nishikawa[123]’s Figure 14B.” Ex. 1105 ¶ 13. Dr. Lee further testifies that this configuration would not necessarily require a larger footprint, but instead, “could simply replace the trenches, abutting the device edge.” Id. Dr. Campbell testified that if the circular TAC replaced the rectangular trench, “I don’t know what it would be or exactly where it would be,” and therefore, “I can’t say what the size of the red circle would have to be.” Ex. 1106, 83:19–84:3. Therefore, the record does not support finding a circular TAC to have a larger footprint. Absent a larger footprint, there is no evidence that the end-connected TAC would be undesirable.” slip op. at 15

  Patent outcomesUS 11,581,322 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,581,322
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.Some claims unpatentable
  PTAB · Oct 23, 2025 · IPR2024-00790 · APJ Jo-Anne M Kokoski · IPR · Final written decision

  Claims 1–3 are unpatentable as obvious over Kim; claims 4 and 5 were not shown unpatentable over the asserted grounds.

  RulingsFinal written decision

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner

    “SuperGuide, 358 F.3d at 875 (“We review the patent’s written description and drawings to confirm that the patentee’s own use of the disputed term is consistent with the meaning given to it by the court.”). The ’031 patent teaches that dielectric pairs of different tiers are etched to form staircases extending along the x-y plane. Ex. 1001, 13:27–28. As described above (§ I.D, supra), dielectric filling structure 311 is formed by depositing a dielectric filling material to fill the space remaining after portions of dielectric stack 203 are removed to form staircase structure 303. Id. at 13:36–41; see also id. at 22:63–65 (“Memory structure 1200 can be formed by forming dielectric filling structure 1201 to fill the space formed by the removal of portions of dielectric stack 1003.”) The ’031 patent then teaches that excess dielectric filling material overlying the topmost surface of staircase structure 303 is removed using a suitable planarization method. Id. at 13:41–44; see also 22:67–23:5 (performing a planarization process to remove excess dielectric filling structure 1201 over the top surface of memory structure 1200). According to the ’031 patent, the portion of the deposited dielectric filling material that remains “over staircase structure 303 and isolation layer 109” forms “dielectric filling structure 311 that surrounds staircase structure 303.” Id. at 13:44–48 (emphasis added); see also id. at 1:56–58 (stating in “some embodiments, the memory device also includes a filling structure surrounding the multiple-stack staircase structure”). structure is etched along the x-, y-, and z-axes, and the dielectric filling structure fills the spaces in the x-, y-, and z-directions created when the staircase structure is etched. Because the excess portion of the dielectric filling structure overlying the top of the staircase structure is removed, what remains is dielectric filling structure in the spaces around the staircase structure in the x-, y-, and z-planes. In this way, the ’031 patent teaches that the dielectric filling structure surrounds, i.e., is all around or encircles, the staircase structure.” slip op. at 11

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “(“POSITA”) would have had “a bachelor of science degree in electrical engineering or a similar discipline” with “2–3 years of professional experience working with (e.g., researching, designing, or teaching) monolithic 3D structures and NAND memory devices,” or “an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 22–23. Petitioner further contends that a “POSITA would have been aware of and generally knowledgeable about 3D NAND’s structure, its component parts, how it operates, and how it is controlled.” Id. at 23 (citing Ex. 1003 ¶¶ 41–44). Patent Owner states that it does not object to the definition of a POSITA proffered by Petitioner. PO Resp. 13–14 (citing Pet. 22). In the Institution Decision, we adopted the assessment offered by Petitioner. Dec. 7. Because Petitioner’s definition of the level of skill in the art is consistent with the ’031 patent and the asserted prior art, we maintain it for purposes of this Final Written Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir 2001).” slip op. at 7

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundMixed

    “Dr. Banerjee adequately explains why a POSITA would have been motivated to make dummy structures DS with a conductive core as Petitioner proposes. In an obviousness analysis, some kind of reason must be shown as to why a POSITA would have thought of combining or modifying the prior art to achieve the patented invention. See Innogenetics, N.V. v. Abbott Labs., 512 F.3d 1363, 1374 (Fed. Cir. 2008). Here, Petitioner offers only the general proposition that pillar support structures comprising electrically conductive material were known in the art, but this does not provide a reason why a POSITA would have been motivated to modify Kim’s dummy structures. Pet. 55–56; Ex. 1003 ¶¶ 156–157. Petitioner’s arguments and Dr. Banerjee’s testimony with respect to the modification of Kim leaves an analytical gap that does not apprise us of why a POSITA would have modified Kim’s dummy structures to include a conductive core as the pillar-support material recited in claim 4. Instead, Petitioner attempts to imbue a POSITA with the knowledge of the claimed invention, when no prior art reference, references of record, or other evidence conveys or suggests that knowledge. Petitioner’s argument that a POSITA would have modified Kim in this way appears to be premised on Petitioner’s knowledge of the ’031 patent disclosure. This is improper hindsight reasoning. Petitioner needed to explain sufficiently what invention to consider modifying Kim’s dummy structures to include a conductive core. Petitioner fails to provide such an explanation. See W.L. Gore & Assoc., Inc. v. Garlock, Inc., 721 F.2d 1540, 1553 (Fed. Cir. 1983) (In an obviousness analysis, we must “cast the mind back to the time the invention was made” and “occupy the mind of one skilled in the art who is presented only with the references, and who is normally guided by the thenaccepted wisdom in the art.”).” slip op. at 23

  • Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightNot shown unpatentableDecided for patent owner

    “Dr. Banerjee adequately explains why a POSITA would have been motivated to make dummy structures DS with a conductive core as Petitioner proposes. In an obviousness analysis, some kind of reason must be shown as to why a POSITA would have thought of combining or modifying the prior art to achieve the patented invention. See Innogenetics, N.V. v. Abbott Labs., 512 F.3d 1363, 1374 (Fed. Cir. 2008). Here, Petitioner offers only the general proposition that pillar support structures comprising electrically conductive material were known in the art, but this does not provide a reason why a POSITA would have been motivated to modify Kim’s dummy structures. Pet. 55–56; Ex. 1003 ¶¶ 156–157. Petitioner’s arguments and Dr. Banerjee’s testimony with respect to the modification of Kim leaves an analytical gap that does not apprise us of why a POSITA would have modified Kim’s dummy structures to include a conductive core as the pillar-support material recited in claim 4. Instead, Petitioner attempts to imbue a POSITA with the knowledge of the claimed invention, when no prior art reference, references of record, or other evidence conveys or suggests that knowledge. Petitioner’s argument that a POSITA would have modified Kim in this way appears to be premised on Petitioner’s knowledge of the ’031 patent disclosure. This is improper hindsight reasoning. Petitioner needed to explain sufficiently what invention to consider modifying Kim’s dummy structures to include a conductive core. Petitioner fails to provide such an explanation. See W.L. Gore & Assoc., Inc. v. Garlock, Inc., 721 F.2d 1540, 1553 (Fed. Cir. 1983) (In an obviousness analysis, we must “cast the mind back to the time the invention was made” and “occupy the mind of one skilled in the art who is presented only with the references, and who is normally guided by the thenaccepted wisdom in the art.”).” slip op. at 23

  Patent outcomesUS 10,868,031 mixed
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 10,868,031
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.Some claims unpatentable
  PTAB · Oct 22, 2025 · IPR2024-00794 · APJ Michael T Cygan · IPR · Final written decision

  Claims 1 and 6 are unpatentable over Park; claims 2–5 and 7–11 were not shown unpatentable on the asserted grounds.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art (“POSITA”) at the critical time “would have had a bachelor’s degree in electrical engineering or a similar discipline, along with 2-3 years of professional experience working with (e.g., researching, designing, or teaching) NAND flash memory devices, or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 19 (citing Ex. 1003 ¶¶ 36–37). Petitioner further asserts that a POSITA “would have been aware of and generally knowledgeable about 3D NAND’s structure, its component parts, how it operates, and how it is controlled.” Id. Patent Owner does not object to this assessment, arguing that its claims are valid regardless of the precise definition. PO 3 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. skill, as it appears to be consistent with the specification of the ’623 patent and the prior art of record.” slip op. at 5

  • Expert testimonyPetitioner expert discountedMixed

    “the Petition, Petitioner’s approach to Shibata’s drive circuit and Park’s dummy channel/open region teachings results in a deficiency in its showing of reasonable expectation of success for its expressed combination of extending Park’s insulative trenches to replace some of its common source lines. Petitioner relies solely on the fact that the references are capable of performing the relied-upon functions or could possess the relied-upon structure. See, e.g., Pet. Reply 19–20 (stating, “If Shibata accommodates this type of trench . . . there is no reason Park cannot as well,” and “Park itself already presents a variety of ways to minimize any etching problem that may be encountered when using wet etching”). But Park does not describe its dummy channel or open region teachings as generally applicable to all of its embodiments. And Petitioner needs to show a reason why the application of Shibata would be reasonably expected to have been successfully applied in Park, not merely state that there is “no reason” to expect that it would not be successful. See DSS Tech. Mgmt., Inc. v. Apple Inc., 885 F.3d 1367, 1377 (Fed. Cir. 2018) (finding that even where two structures have “the same physical structure,” applying the teachings of one structure to the other requires “additional, reasoned analysis.”). The knowledge of one skilled in the art cannot bridge this gap, because these are inventive features of Park and Shibata. Furthermore, Petitioner also has not sufficiently explained, for any of its proposed augmentations, how metal gate deposition would occur sufficiently in the most remote regions of the long, parallel insulating layers in Petitioner’s Park-Shibata combination of such regions to avoid the risk of incomplete gate electrode layers in the final memory device that Patent Owner argues would result in a significant trade-off in memory device accuracy, and device scalability. PO Resp. 68 (citing Ex. 2010 ¶ 145). For example, Dr. Lee addresses only etching issues, not deposition issues. Ex. 1025, ¶¶ 32–47.” slip op. at 46

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner

    “We agree with Petitioner. As pointed out by Patent Owner, the “trenches formed in the BSG” language of claim 1 reflects specific description of the gate-first method of manufacturing, but not the gate-last method of manufacturing. Ex. 1001, 7:17–19 (“referring to Fig. 1A, one or more first dielectric trenches . . . are formed in the one or more BSGs”). However, as Petitioner points out, the claims are to a memory “device,” not to a method of manufacturing or a device produced by specific manufacturing steps. Pet. Reply 1. During prosecution of the application that matured into the ’623 patent, the Examiner determined that the device of claim 1 was distinct from a separately claimed method of manufacturing and The Examiner’s requirement stated that the memory device of claim 1 is not limited by the disclosed process of manufacture because “the process claims require . . . deposition steps of polysilicon whereas the product claims do not require any polysilicon.” Id. Applicant agreed “without traverse” with the Examiner’s determination and selected to pursue only the “device” claims. Id. at 596 (“Applicant elects, without traverse, Invention I, Claims 1–11, drawn to a device”).4 The distinctiveness is also supported by the discussion in the ’623 patent of “formed in the BSG” that describes its device separately from its method of formation. The ’623 patent describes that “[i]n the disclosed memory device, one or more first dielectric trenches are formed in the BSG and extend in a length direction of the substrate to separate the BSG into a plurality of sub-BSGs.” Ex. 1001, 2:25–28. This description precedes, and is separate from, its description of an aspect of a process for manufacturing a memory device in which the BSG layer is formed and then “dielectric trenches are formed” that may “pass through the BSG layer” so that the “BSG layer is separated by the one or more first dielectric trenches into a plurality of sub-BSG layers.” Id. at 3:30–45. The description of the device having trenches formed in the BSG, which is not limited to a particular manufacturing process, further supports Petitioner’s contention that the “formed in the BSG” language is not limited to a particular manufacturing embodiment.” slip op. at 7

  • Claim Construction › Intrinsic evidence (Phillips canons) › Specification disavowal / 'present invention' languageTerm construed board ownDecided for patent owner

    “We do not agree that such arguments support Patent Owner’s conclusion. Patent Owner acknowledges that two portions of a BSG that are connected at a small opening are not separated because both portions remain electrically connected to each other. Id. at 17 (stating, “common source regions 52a is merely in the middle of a single sub-BSG 2 (‘SUB-BLK2’) and does not divide it into further sub-BSGs because there is an H-cut 72 that connects the two sides of the common source region such that both regions are part of the same sub-BSG”) (citing Ex. 1001, 9:15–19, 9:41–44) (emphasis omitted); Ex. 1026, 34:4–15, 41:23–42:16 (Dr. Kuhn attesting that common source regions may isolate adjacent BSGs). Patent Owner considers other portions of the BSG to be separated into sub-BSGs because there is no such connection between the sub-BSG portions. Id. at 17–18 (annotating Ex. 1001, Fig. 1B). Under such reasoning, the addition of a trench closing a gap between two neighboring BSG portions, thereby breaking the electrical connection therebetween, would “separate” the two BSG portions into further sub-BSGs. In its obviousness assertions, Petitioner argues for such an interpretation of the claim. See Pet. Reply 10 (“Park’s layers 111 electrically separate its BSG”). Based on the above, we determine that the phrase “dielectric trenches formed in the BSG and extending in a length direction of the substrate to perform electrical separation between sub-BSGs, but does not require that the trenches act alone, extending from one end of the device to the other across the entire BSG. Similarly, the trenches need not have any particular length, and need only to have some length that performs that separation.” slip op. at 13

  Patent outcomesUS 10,950,623 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,950,623
• Intel Corporation v. VLSI Technology LLCSome claims unpatentable
  PTAB · Jan 12, 2021 · IPR2019-01195 · APJ Minn Chung · IPR · Final written decision

  Claims 13 and 14 are unpatentable as anticipated by Kim; claims 17, 18, and 20 were not shown unpatentable over Kim and Lee because the proposed combination was inadequately explained.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “’026 patent would have had a Master’s degree in Electrical Engineering or Computer Engineering, plus at least two years of experience in integrated circuit design, or alternatively a Bachelor’s degree in one of those fields plus at least four years of experience in integrated circuit design. Pet. 16 (citing Ex. 1102 ¶ 49). In our Institution Decision, we found Petitioner’s proposal consistent with the level of ordinary skill in the art reflected by the prior art of record, see Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978), and, therefore, preliminarily adopted Petitioner’s unopposed position as to the level of ordinary skill in the art. Inst. Dec. 15. Neither Patent Owner, in its Response, nor Dr. Annavaram, in his declaration, proposes a level of ordinary skill in the art. Instead, Patent Owner states that “Patent Owner applies Petitioner’s stated skill level for this response” (PO Resp. 26), and Dr. Annavaram similarly states that “[f]or the purpose of this declaration, I adopt Dr. Harris’ definition of a [person of ordinary skill in the art]” (Ex. 2009 ¶ 24). Nothing in the full record persuades us that our preliminary finding as to the level of ordinary skill in the art was incorrect. Based on the complete record, because our preliminary finding is consistent with the level of ordinary skill in the art reflected by the prior art of record, we maintain and reaffirm that one of ordinary skill in the art at the time of the invention would have had a Master’s degree in Electrical Engineering or Computer Engineering, plus at least two years of experience in integrated circuit design, or alternatively a Bachelor’s degree in one of those fields plus at least four years of experience in integrated circuit design. Inst. Dec. 15; see Pet. 16 (citing Ex. 1102 ¶ 49).” slip op. at 10

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

    “To the extent Patent Owner argues that these particularized selection clauses recited in different claims must have the same or similar meaning because they all use the word “selecting” (see PO Resp. 28–29), we disagree with Patent Owner. See IGT v. Bally Gaming Int’l, Inc., 659 F.3d 1109, 1117 (Fed. Cir. 2011) (“We caution that claim language must be construed in the context of the claim in which it appears. Extracting a single word from a claim divorced from the surrounding limitations can lead construction astray. Claim language must be construed in the claim in which it appears.” (emphasis added)). The selection clauses recited in these claims are plainly different on the face of the claims when considering the material differences in the claim language set forth above. According the same meaning to the limitations that recite “select . . . based on” indicators, “select . . . when” certain conditions are met, and “select . . . out of a group” of values would be improper because it would blur the material differences in the claim language recited expressly in the claims. Instead, we interpret the selection clauses recited in the challenged claims “in the context of the particular claim in which the disputed term appears” and “in the context of the entire patent, including the specification.” Phillips, 415 F.3d at 1313. In other words, we do not construe the single word “selecting” in isolation, but, rather, interpret the full selection clauses recited in the challenged claims in the context of the entire patent. Claim 13 recites “selecting, by the control circuit, a value of a control signal based on the mode indicator and on the leakage indicator.” In our view, the plain meaning of this limitation is clear on the face of the claim—a value of a control signal is selected based on two indicators, the mode indicator and the leakage indicator.” slip op. at 14

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable

    “Tr. 47:7–23. Because the output of Kim’s NAND gates will be different depending on the value of Kim’s memory cells C1–CN allowed to “pass through,” we agree with Petitioner that the value of Kim’s memory cells C1– CN (the claimed “leakage indicator”) “plays a role” in deciding what the output of Kim’s NAND gates (the claimed “value of the control signal”) will be. Moreover, Patent Owner acknowledged that the output of Kim’s NAND gate is determined based on the inputs to the NAND gates (i.e., the sleep signal input and the memory cell signal input). JUDGE CHUNG: But, knowing a little bit about how a NAND gate works, isn’t it the case that the input to the NAND gates, G1 through GN, with the input of the sleep signal and the C1 through CN signal, isn’t it the case that input to the NAND gate determines what the output is? MS. ZHONG: Okay. So any logic gate, the output will depend on the input. That’s for sure. Tr. 44:18–25; but see id. at 45:3–10 (stating that even if the “output is in control of the input, . . . that does not mean the selection is based on that input”). Thus, we find that Kim’s NAND gate (the claimed “control circuit”) operates to determine its output (the claimed “value of the control signal”) based on its input of the sleep signal (the claimed “mode indicator”) and the memory cell value input (the claimed “leakage indicator”). As discussed in Section III.B, the Specification indicates that “select[ing] the value of the control signal based on the mode indicator and on the leakage indicator” recited in claim 13 is synonymous to determining the value based on the recited indicators. See Ex. 1101, 4:4–11. Thus, the evidence of record shows that Kim teaches “selecting, by the control circuit, a value of a control signal based on the mode indicator and on the leakage indicator,” as recited in claim 13.” slip op. at 44

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

    “We are not persuaded by Petitioner’s argument and evidence. First, although Petitioner proposes “[s]ubstituting Lee’s inputs of leakage current and temperature for generating a power gate control signal” (i.e., Lee’s “control signal (BIAS)”) for “Kim’s inputs of leakage current and other ‘stimuli’ for generating a power gate control signal” (Pet. 64 (citing Ex. 1102 ¶ 115)), neither Petitioner nor Dr. Harris explains adequately how they are proposing to “substitute” Kim’s control signal with Lee’s “control signal (BIAS).” For example, Figure A reproduced above does not show how Petitioner or Dr. Harris proposes to use Lee’s “control signal (BIAS)” in the proposed combination. Petitioner asserts that “[a]lthough Lee’s control signal is analog and Kim’s control signal is digital, it was well known to apply teachings in an analog domain to a digital domain, and conversions between analog and digital domains were easy to implement.” Pet. 66 (emphases added) (citing Ex. 1102 ¶ 121; Ex. 1115). Dr. Harris similarly states that Figures A and B show examples of obvious ways to use in Kim’s system Lee’s teaching of setting conductance of the array based on temperature. A POSA would have found both of these ways obvious. That Lee uses an analog control signal and Kim uses a digital control signal would have presented no obstacle to a POSA. . . . That is, converting analog circuit elements and signals to digital was well known long before the ’026 patent. Ex. 1102 ¶ 121 (emphases added) (citing (Ex. 1115) (“Analog-to-digital converters (ADC’s) are ubiquitous, critical components of software radio and other signal processing systems.”)). But Dr. Harris does not explain adequately how “to use in Kim’s system” the digitized BIAS signal of Lee. See id. The only additional input signal shown in Figure A compared to Figure 4 of Kim is the temperature line that has the value of 0 when the temperature is cold and the value of 1 when the temperature is hot. See Ex. 1102 ¶ 116 (Fig. A). There is no explanation of how the modified teaching of the BIAS signal of Lee (i.e., modified or converted to a digital signal) would have worked in the proposed combination of Figure A.” slip op. at 69

  Patent outcomesUS 8,081,026 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,081,026
• Intel Corporation v. VLSI Technology LLCSome claims unpatentable
  PTAB · Jan 12, 2021 · IPR2019-01194 · APJ Minn Chung · IPR · Final written decision

  Claims 1 and 2 are unpatentable over Kim and Lee under § 103; Petitioner did not prove claims 4, 5, and 7 unpatentable because the combination was not adequately supported.

  RulingsFinal written decision

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundMotivation not foundMixed

    “determine that Petitioner has demonstrated sufficiently that the combination of Kim and Lee teaches “a mode indicator generator for generating a mode indicator that indicates a desired mode of the power gated circuit,” as recited in claim 1, and has articulated sufficient reasoning with rational underpinning for combining Kim and Lee to arrive at the subject matter of this claim limitation. c. Conclusion on Claim 1” slip op. at 64

  • Expert testimonyOther

    “F. Testimonial Evidence Petitioner relies on two Declarations from David Harris, Ph.D. in” slip op. at 9

  Patent outcomesUS 8,081,026 mixed
  § 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,081,026
• Netapp, Inc. v. Kom Software, Inc.Some claims unpatentable
  PTAB · Jul 28, 2020 · IPR2019-00603 · APJ Brent M Dougal · IPR · Final written decision

  Claims 1–7, 45, 49–51, 55–57, and 59 are unpatentable as obvious over Blickenstaff and Crouse; claims 46–48 and 52–54 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level board ownDecided for petitioner

    “Although the parties articulate different levels of skill for a POSA, neither party explains how its recited level of skill impacts the obviousness analysis such that application of one proposal versus the other would lead to different ultimate outcomes. Based on the record before us, including the types of problems and solutions described in the ’234 patent and the cited prior art, we determine that a person of ordinary skill in the art would have had a bachelor’s degree in a technical field such as computer engineering, computer science, electrical engineering, electronics engineering, applied mathematics, or their equivalent, with two years of experience in the field of computing systems development, including fields of data storage management or file storage and manipulation; a master’s degree in such a technical field; or comparable computing systems work experience. We further note that our analysis would be the same under either parties’ definition.” slip op. at 9

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionDecided for petitioner

    “Thus, the actual dispute centers around whether or not transparent access requires a user to know or believe that the file is located in a particular location. For the reasons discussed below, we determine that though transparent access allows for the user to falsely believe the file is located in a particular location, it does not require such belief.” slip op. at 11

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundDecided for petitioner
  • Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightDecided for patent owner

    “that the last storage medium associated with the archived files must be part of the virtual storage. See Reply 21–22. Rather, Petitioner responds by changing its position that retirement layer 315 is the last storage layer within the virtual storage to stating that shelf layer 314 is the last storage layer within the virtual storage and that shelf layer 314 is associated with archived files. Compare Pet. 36 with Reply 21–22 (citing Ex. 1005, 6:61–7:3, 8:2–4; Pet. 35–37, 50, 57). Petitioner cites the Petition and Dr. Long’s Declaration for support that “Blickenstaff discloses successive migration through the layers of its hierarchy based on activity, including to layer 314.” Reply 21 (citing Pet. 50, 57; Long Decl. ¶ 76). Neither the Petition nor Dr. Long’s declaration, however, discusses shelf layer 314, let alone asserts that shelf 12 Petitioner’s contentions for claims 46 and 52 refer to the contentions for claim 3, which, according to Petitioner, “addresses identical language,” and provide no additional explanation. Pet. 50, 57. layer 314 is associated with archived files. See Pet. 50, 57; Long Decl. ¶ 76. In fact, a word search of the Petition and Dr. Long’s Declaration reveal that shelf layer 314 is not discussed in either document, though it is shown in Blickenstaff’s Figure 3, which is reproduced in the documents. The Petition does include some general statements about moving files between layers, but when discussing Blickenstaff’s embodiment in Figure 3 there is no mention of shelf layer 314, even though layers 311, 312, 313, and 315 are explicitly mentioned. See Pet. 35–36; Long Decl. ¶¶ 74–75. We determine that Petitioner’s argument that shelf layer 314 is the claimed last storage medium that is associated with archived files is an improper argument because a “Petitioner may not submit new . . . argument in reply that it could have presented earlier, e.g. to make out a prima facie case of unpatentability.” Patent Trial and Appeal Board Consolidated Trial Practice Guide November 2019, 73. In its Reply, Petitioner also belatedly attempts to explain how Blickenstaff’s retirement layer, although not considered to be part of Blickenstaff’s virtual storage, is nonetheless part of “virtual storage” as that term is used in the ’234 patent. Reply 22. This argument also is not grounded in Petitioner’s original assertions and is improper in a reply.” slip op. at 39

  Patent outcomesUS 7,392,234 mixed
  Claim construction§ 103 obviousnesscites Phillips · Graham
  Patents in suitUS 7,392,234
• Samsung Electronics America, Inc. / Asus Computer International, Inc. v. James B. GoodmanSome claims unpatentable
  PTAB · Oct 29, 2019 · IPR2017-02021 · APJ Kimberly Mcgraw · IPR · Final written decision

  Claims 1, 5, 10, and 16 are unpatentable over Ooishi and Palaniswami, with Abe added for claims 10 and 16; claims 2–4, 6–9, and 11–15, 17–20 were not shown unpatentable.

  RulingsFinal written decision

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner

    “reasonable construction consistent with the Specification of a control device “for selectively electrically isolating said memory devices from respective address lines and respective control lines so that when said memory devices are electrically isolated, any signals received on said respective address lines and respective control lines do not reach said memory devices” as recited in independent claims 1 and 10 requires that the control device electrically isolate the memory devices from all address and control lines that communicate with the memory devices.10” slip op. at 13

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “time it was made, we consider the level of ordinary skill in the pertinent art at the time of the invention. Graham v. John Deere Co, 383 U.S. 1, 17 (1966). Petitioner contends a person of ordinary skill in the art at the time of the alleged invention of the ’315 patent (a “POSITA”) would have had, inter alia, a bachelor’s degree in electrical, electronics, computer engineering; or the equivalent training, and would have had approximately 2 to 3 years of experience in computer systems, circuits, electronics, or a related discipline. Pet. 9; Ex. 1002 ¶¶ 27–30. Patent Owner does not contest Petitioner’s description of the level of ordinary skill. See PO Resp. 8. Based on our review of the ’315 patent, the cited prior art, and Dr. Wolfe’s testimony, we determine a specific finding regarding ordinary skill level is not required as the prior art reflects an appropriate level. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”). However, to the extent a specific finding regarding the level of skill is required, we find Petitioner’s articulation of a person of ordinary skill in the art is consistent with the teachings of the prior art and adopt Petitioner’s description of a POSITA as someone who “would have had a bachelor’s degree in electrical, electronics, or computer engineering; or the equivalent training, and would have had approximately two to three years of experience in computer systems, circuits, electronics, or a related discipline.” See Pet. 9.” slip op. at 10

  • Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedDecided for petitioner

    “Cronyn, 890 F.2d 1158, 1160 (Fed. Cir. 1989). A reference is deemed publically accessible upon a satisfactory showing that such document has been disseminated or otherwise made available to the extent persons interested and ordinarily skilled in the subject matter or art exercising reasonable diligence can locate it. Kyocera Wireless Corp. v. ITC, 545 F.3d 1340, 1350–51 (Fed. Cir. 2008). Petitioner asserts JESD21-C was published January 1997 and is prior art under pre-AIA 35 U.S.C. § 102(b). Pet. 37–38. As support, Petitioner relies upon the Declaration of John J. Kelley (“the Kelley Declaration”), the current President of the Solid State Technology Association of the Joint Electron Device Engineering Council (“JEDEC”). See Ex. 1007 ¶ 2. Mr. Kelly states that JEDEC specification JESD21-C, Configurations for Solid State Memories, Release 7 (January 1997), a copy of which is attached to his declaration as Exhibit 17, “was made publicly available in January 1997.” Id. ¶¶ 4, 7. Mr. Kelley testifies that in January 1997 copies of the entire JESD21-C volume “would . . . have been available for purchase by anyone in the public” and that “pages comprising the specifically updated modules would have been sent to those who subscribed to the annual updating service for JESD21-C.” Id. ¶ 6. Patent Owner does not dispute that JESD21-C qualifies as prior art under 35 U.S.C. § 102(b). See PO Resp. 7. Based on the current record, we determine JESD21-C qualifies as a prior art printed publication under § 102(b).” slip op. at 19

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable

    “We agree with Patent Owner that Petitioner has not persuasively shown that Dell discloses a control device that electrically isolates the memory devices as required under the claim construction set forth above in devices even when the devices are in a low-power or self-refresh mode, Petitioner has not shown that Dell’s memory devices are electrically isolated from “respective control lines” such that “any signals received on said . . . respective control lines do not reach said memory devices” as required by claims 1 and 10. Accordingly, we determine Petitioner has not shown by a preponderance of the evidence that claim 1 of the ’315 patent is unpatentable over Dell or that claim 10 is unpatentable over the combined teachings of Dell and Abe.” slip op. at 21

  Patent outcomesUS 6,243,315 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 6,243,315
• HP Inc. v. James B. GoodmanSome claims unpatentable
  PTAB · Mar 7, 2019 · IPR2017-01994 · APJ Kimberly Mcgraw · IPR · Final written decision

  Claims 10 and 16 are unpatentable as obvious over Schaefer, Qureshi, and Mazur; claims 1 and 5 were not shown unpatentable over Schaefer and Qureshi.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “time it was made, we consider the level of ordinary skill in the pertinent art at the time of the invention. Graham v. John Deere Co, 383 U.S. 1, 17 (1966). Petitioner contends a person of ordinary skill in the art at the time of the alleged invention of the ’315 patent (a “POSITA”) would have had at least a bachelor’s degree in electrical, electronics, or computer engineering, or the equivalent training or experience in electrical, electronics, or computer engineering, or a related discipline, and would have had approximately 2 to 3 years of experience in computer systems, circuits, electronics, or a related discipline. Pet. 16. Petitioner’s declarant, Dr. Bagherzadeh, generally agrees with this proposed level of ordinary skill in the art, but states that a POSITA would have had two or more years of experience in computer hardware, including the use of computer memory, and that the two or more years of experience would provide practical experience required to address issues such as low power backup for volatile memories. Ex. 1002 ¶¶ 31–32. Patent Owner does not contest Petitioner’s description of the level of ordinary skill in its Response. See PO Resp. 8. Based on our review of the ’315 patent, the cited prior art, and Dr. Bagherzadeh’s testimony, we determine a specific finding regarding ordinary skill level is not required as the prior art reflects an appropriate level. However, to the extent a specific finding regarding the level of skill is required, we adopt Dr. Bagherzadeh’s description of a POSITA as it is consistent with the teachings of the prior art. Ex. 1002 ¶¶ 31–32.” slip op. at 10

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner

    “determine the broadest reasonable construction consistent with the specification of a control device “for selectively electrically isolating said memory devices from respective address lines and respective control lines so that when said memory devices are electrically isolated, any signals received on said respective address lines and respective control lines do not reach said memory devices” as recited in independent claims 1 and 10, requires that the control device electrically isolate the memory devices from all address and control lines that communicate with the memory devices. The plain language of the claims requires that the selected memory devices are electrically isolated from their respective address and control lines. Ex. 1001, 13:26–28, 14:11–18. In accordance with the plain and ordinary meaning, the reference in claim 1 to “respective address lines” and “respective control lines” is inclusive of all such lines for the selected memory device. We further find that a claim construction limited to isolating all of a selected memory device’s address and control lines is consistent with the purpose of such isolation expressed in claims 1 and 10, i.e. “so that when said memory devices are electrically isolated, any signals received on said respective address lines and said respective control lines do not reach said memory devices.” Id. at 13:27–30, 14:15–18 (emphasis added).” slip op. at 14

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundNot shown unpatentable

    “with Qureshi because the functional electronic modules of Schaefer and Qureshi are configured to work together during testing of Schaefer’s DRAMs using Qureshi’s memory controller. Pet. 17; Ex. 1002 ¶ 48. Indeed, even Patent Owner admitted on the preliminary record that “[t]here is no dispute that Schaefer and Qureshi can be combined.” Prelim. Resp. 4; see also id. at 4–5 (arguing patentability of claims 10 and 16 over Schaefer, Qureshi, and Mazur by stating that although “[t]here is no dispute that Schaefer and Qureshi can be combined” . . . “Petitioner has failed to provide a technical argument for combining Mazur with the combination of Schaefer and Qureshi”). We have reviewed Petitioner’s evidence and argument, including the testimonial evidence of Dr. Bagherzadeh, and agree with Petitioner. We find that a POSITA would have utilized Qureshi’s memory controller for initiating a low power self-refresh mode during testing of Schaefer’s SDRAM to ensure that data is retained during testing. See Pet. 18–19; Ex. 1002 ¶ 50.” slip op. at 25

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “For the foregoing reasons, we find that the combination of Schaefer, Qureshi, and Mazur teach each of the limitations of claim 10 and that Petitioner has sufficiently articulated reasons with rational underpinning for why a POSITA would have combined the teachings of Schaefer, Qureshi, and Mazur to arrive at the claimed subject matter of claim 10. Accordingly, we find Petitioner has shown by a preponderance of the evidence that claim 10 is unpatentable under § 103 over Schaefer, Qureshi, and Mazur. G. Asserted Obviousness of Dependent Claim 16 over Schaefer, Qureshi, and Mazur Claim 16, which depends from claim 10, requires that the memory devices are DRAM semiconductor chips. We agree with Petitioner’s undisputed argument and evidence that the memory chips taught in both Schaefer and Qureshi are synchronous dynamic random access memory (SDRAM), which is a type of DRAM, and that Mazur teaches DRAM memory devices. Pet. 30, 50–51; Ex. 1003, 2:33–35; Ex. 1002 ¶¶ 65, 83. Accordingly, for these reasons as well as the reasons given in our analysis of independent claim 10 above, we find Petitioner has shown by a preponderance of the evidence that claim 16 is unpatentable over Schaefer, Qureshi, and Mazur.” slip op. at 33

  Patent outcomesUS 6,243,315 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 6,243,315
• Canon Inc. / Canon U.S.A., Inc. et al. v. Avigilon Fortress CorporationSome claims unpatentable
  PTAB · Feb 5, 2019 · IPR2017-01837 · APJ Kimberly Mcgraw · IPR · Final written decision

  Claims 1–19 and 23–37 are unpatentable as obvious; claims 20–22 were not shown unpatentable. The contingent motion to amend was denied in part and dismissed in part.

  RulingsFinal written decision

  • 112 supportMotion to amend, deniedDenied

    “For the foregoing reasons, we find Patent Owner has not shown sufficient written description support for the proposed added claim language that requires detection of a tracked object from one side of a tripwire line segment to another. As such, we determine that proposed substitute claims 38–56 and 60–74 improperly introduce new matter under 35 U.S.C. § 316(d)(3) and 37 C.F.R. § 42.121(a)(2)(ii) and we deny Patent Owner’s Motion to Amend as it relates to proposed substitute claims 38–56 and 60– 74. Accordingly, for the foregoing reasons, we deny-in-part and dismiss-in-part Patent Owner’s motion to amend.” slip op. at 73

  • ExcludeMotion to exclude, deniedMixed

    “Dr. Papanikolopoulos’s Declaration in support of Petitioners’ Opposition to Patent Owner’s Motion to Amend (Ex. 1036) as an improper attempt to incorporate declaration arguments into the opposition brief to avoid page limits. Mot. Exc. 7–8. We disagree with this argument. Contrary to Patent Owner’s characterization, the opposition brief provides a sufficient discussion of the cited portions of Dr. Papanikolopoulos’s declaration and explains the significance of the testimony. In light of this, we conclude that Petitioner has not improperly incorporated by reference declaration testimony to avoid page limitations. Accordingly, we deny Patent Owner’s motion to exclude Exhibit 1036 for improper incorporation by reference.” slip op. at 74

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable

    “E. Asserted Anticipation of Claims 1–10 by Winter Claim 1 recites, inter alia, a “computer system . . . for performing calibration.” As stated above in Section II.C.2., we construe this phrase as a means plus function element under 35 U.S.C. § 112 ¶ 6. Petitioner does not provide any argument that Winter teaches a “computer system . . . for performing calibration” under this construction. Accordingly, Petitioner has not shown by a preponderance of the evidence that Winter discloses each and every limitation of claim 1. Therefore, Petitioner has not demonstrated by a preponderance of the evidence that claim 1, and claims 2–10 which depend therefrom, are anticipated by Winter. F.” slip op. at 37

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable

    “segmenting steps as recited in claims 19, 27, and 29 because (1) Winter does not teach pixel-level modeling and (2) a POSITA would not combine Winter and Olson. Id. at 59, 61. We disagree with these arguments because Petitioner relies upon Olson, not Winter, for teaching pixel-level modeling. Accordingly, as explained in Section II.F.1., we find that Petitioner has provided articulated reasoning with rational underpinning for combining the teachings of Winter and Olson. Claims 2–10, 23–26, 28, 30, 33, and 35–37 Petitioner contends that Winter and Olson teach the additional limitations of dependent claims 2–10, 23–26, 28, 30, 33, and 35–37. Pet. 32– 40, 42–50. Other than arguments relating to the patentability of the base claims from which claims 2–10, 23–26, 28, 8, 30, 33, and 35–37 depend, Patent Owner does separately argue the patentability of the dependent claims. See generally PO Resp. Nonetheless, the burden remains on Petitioner to demonstrate unpatentability. See Dynamic Drinkware, 800 F.3d at 1378. We have reviewed the parties’ arguments and evidence and agree with Petitioner and find that Winter and Olson teach the subject matter of claims 2–10, 23–26, 28, 30, 33, and 35–37. We agree with and adopt Petitioner’s analysis as to these claim elements. Based on the record developed during trial, we conclude Petitioner has demonstrated by a preponderance of the evidence that claims 2–10, 18, 19, 23–33 and 35–37 would have been obvious over Winter and Olson. Summary For the foregoing reasons, we find Petitioner has demonstrated by a preponderance of the evidence that claims 1–11, 18, 19, 23–33, and 33–37 would have been obvious over Winter and Olson. We find, however, Petitioner has not demonstrated by a preponderance of the evidence that claims 20–22 would have been obvious over Winter and Olson. G. Asserted Obviousness of Claims 1–10 and 25–32 over Winter, Olson, and Togashi Petitioner contends that claims 1–10 and 25–32 over would have been obvious over the combined teachings of Winter, Olson, and Togashi. Petitioner contends that to the extent the claims require a more detailed algorithm for a tripwire beyond Winter’s disclosure, Togashi’s teaching of an algorithm used to detect when an object overlaps a line makes up for any deficiencies. Pet. 33–34 (citing Ex. 1006, 2–3, Figs. 1, 8; Ex. 1002 ¶¶ 117, 345), 58 (citing Ex. 1002 ¶¶ 420–422), 61, 63–64. Specifically, Petitioner contends that Togashi teaches a more detailed algorithm for detecting when an object overlaps a line (tripwire) by comparing the pixel luminance of the line between a background image at time t=t0 and a new image at time t=t1, generating a difference value for each pixel, binarizing each pixel into “0” or “1” based on a predetermined threshold value, and determining that an object overlaps the line if the number of pixels on the line having the value “1” is greater than a threshold number. Id. at 33 (citing Ex. 1007, 4, Figs. 3(a), 3(b), 3(c), 3(d)). Petitioner further contends that it” slip op. at 53

  Patent outcomesUS 6,696,945 mixed
  § 102 anticipation§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 6,696,945
• Apple Inc. v. Andrea Electronics Corp.Some claims unpatentable
  PTAB · Jul 12, 2018 · IPR2017-00627 · APJ Jeremy M Plenzler · IPR · Final written decision

  Claims 1–5, 10–16, 21–23, 25, and 38–46 are unpatentable; claims 6–9, 17–20, 24, and 47 were not shown unpatentable.

  RulingsFinal written decision

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed patent owner constructionDecided for patent owner

    “Although the dictionary defines “periodically” as “from time to time” or “at regular intervals of time,” based on the record before us, we agree with Patent Owner that its proposed construction is how one skilled in the art would have understood that term in the context of the ’345 patent Specification. Turning first to the intrinsic evidence, the Specification explains that “[t]he future and current minimum values are calculated continuously and initiated periodically, for example, every 5 seconds.” Ex. 1001, 8:37–39. Although the Specification later notes that “[i]t will be appreciated that, while specific values are used as in the several equations and calculations employed in the present invention, these values may be different than those shown” (id. at 8:64–67), this passage does not mean that the Specification contemplates arrangements where “periodically” is simply “from time to time.” Rather, we determine that statement from the Specification indicates that the specific amount of time (i.e., every 5 seconds) may vary. Turning now to the extrinsic evidence, the testimony of Dr. Douglas supports our conclusion, explaining that “at regular intervals of time” is the “only . . . definition . . . consistent with the understanding of a person skilled in the art in light of the specification of the ’345 Patent and its use in the particular field of audio signal processing” because [l]ike the “period” of an audio signal itself, which is the amount of time it takes for a signal to repeat itself, “periodically” as recited in claims 6 and 9 and throughout the remainder of the specification of the ’345 Patent refers to actions that occur at regular intervals (e.g., every 5 seconds rather than merely “from time to time”). Ex. 2002 ¶ 48. Moreover, Petitioner’s declarant, Dr. Hochwald testifies that outside of the context of the ’345 patent Specification, “periodically” means “at regular time intervals” (Ex. 2005, 99:13–15), and when asked about that term’s meaning in the context of the ’345 patent Specification, Dr. Hochwald simply noted that “all I can do is read what it says,” which is that “[i]t’s doing something periodically, for example, every five seconds” (id. at 100:4–6). Accordingly, the testimony from Dr. Douglas, as well as that from Dr. Hochwald, supports Patent Owner’s construction. In summary, we adopt Patent Owner’s construction of “periodically,” requiring “at regular intervals of time,” because (1) this is consistent with how this term is used in the context of the ’345 Patent Specification; and (2) this is supported by the testimony of both experts.” slip op. at 7

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed

    “Patent Owner responds that, because Helf uses average values (i.e., the average of eight consecutive values), it does not disclose using a minimum value. PO Resp. 17–23. Patent Owner acknowledges that the ’345 patent, itself, uses a “smoothing process [that] produces frequency bins with multiple smoothed magnitude values, ultimately finding the minimum of all of the values,” but contends that “Helf’s averaging process produces a single output representing one average of the original samples.” Id. at 20–21 (underlining omitted) (citing Ex. 1001, 8:14–28; Ex. 2002 ¶¶ 52, 63–72). We disagree with Patent Owner’s characterization of the differences between Helf and the ’345 patent. While Helf may ultimately produce a single minimum value, as discussed above, that value is based on a minimum value of the averages calculated over the given time period. At oral hearing, Patent Owner acknowledged that Helf determines many averages values (i.e., the averages of the eight consecutive frames) and determines a minimum of those values. See, e.g., Tr. 22:2–6. The claim simply requires a “future minimum value,” and does not preclude that value from being a minimum value taken from a set of average values. Indeed, such an interpretation of the claim would be inconsistent with the ’345 patent’s use of smoothed values noted by Patent Owner. Ex. 1001, 8:14–28. The testimony of Dr. Douglas cited by Patent Owner does not convince us otherwise. See Ex. 2002 ¶¶ 52, 63–72 (effectively repeating Patent Owner’s contentions, which are unpersuasive for the reasons set forth above). Accordingly, we are persuaded that Helf’s minimum value (Mk) corresponds to the “future minimum value” recited in claims 4 and 39.” slip op. at 13

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundMotivation foundMixed

    “With respect to its “running minimum estimator,” Helf explains that the “running minimum estimator” is used “when either the speech signal is never absent for more than a second or the background noise itself is never constant in spectral shape.” Ex. 1010, 8:11–15. Helf acknowledges that its “running minimum estimator” is “much less accura[te]” than its “stationary estimator,” which is typically used for background noise estimates. Id. at 8:15–17. As a result, Helf only uses its “running minimum estimator” if “[i]t has been more than 10 seconds since the last update of the background noise spectral estimate due to the Stationary Estimator,” and “[t]he difference, D, between the past background noise estimate, which may have resulted from the Stationary Estimator or the Running Minimum Estimator, and the current Running Minimum Estimator is great.” Id. at 8:32–42. We see no persuasive reason to set Helf’s current background noise estimate (Nk and Ck, considered the “current minimum” by Petitioner) to the minimum estimate (Mk) from the “running minimum estimator” (considered the “future minimum” by Petitioner). The testimony of Dr. Douglas supports this conclusion. See, e.g., Ex. 2002 ¶¶ 119, 120. Addressing the portions of Helf noted above, Dr. Douglas testifies that “Helf only relies on Mk in a ‘worst case’ scenario” and “disfavors the use of Mk, even where Bk is unavailable,” and concludes that “one of ordinary skill would not be motivated to force the use of the disfavored Mk every ten seconds even where the much more accurate Bk estimate is available.” Id. ¶ 119. Dr. Douglas further testifies that “one of ordinary skill would not have been motivated to abandon[] the comparison of D to a threshold” because “one of ordinary skill in the art would recognize that Helf is a signal-dependent system, and it would not abandon its ability to adapt to varying signal conditions in favor of a blind periodic update using a disfavored estimate.” Id. ¶ 120. We credit the testimony of Dr. Douglas over that of Dr. Hochwald in this regard. See Ex. 1004 ¶¶ 157–159; Ex. 2002 ¶¶ 115–120. The testimony from Dr. Douglas is consistent with the disclosure of Helf, while that of Dr. Hochwald is based on conclusory statements. For example, the only portions of Dr. Hochwald’s testimony cited in the Petition in connection with the rationale provided in this challenge are conclusory statements that “[a] person of ordinary skill would have found it obvious to modify Helf to update the background noise estimate after every 10 second period based on the teachings of Martin,” and “[t]he skilled person would have recognized it was beneficial to periodically update the minimum noise value to ensure it accurately reflected the current noise level,” which are contrary to the disclosure of Helf noted above. Ex. 1004 ¶¶ 158, 159.” slip op. at 21

  • Expert testimonyPatent owner expert creditedPetitioner expert discountedOther

    “We see no persuasive reason to set Helf’s current background noise estimate (Nk and Ck, considered the “current minimum” by Petitioner) to the minimum estimate (Mk) from the “running minimum estimator” (considered the “future minimum” by Petitioner). The testimony of Dr. Douglas supports this conclusion. See, e.g., Ex. 2002 ¶¶ 119, 120. Addressing the portions of Helf noted above, Dr. Douglas testifies that “Helf only relies on Mk in a ‘worst case’ scenario” and “disfavors the use of Mk, even where Bk is unavailable,” and concludes that “one of ordinary skill would not be motivated to force the use of the disfavored Mk every ten seconds even where the much more accurate Bk estimate is available.” Id. ¶ 119. Dr. Douglas further testifies that “one of ordinary skill would not have been motivated to abandon[] the comparison of D to a threshold” because “one of ordinary skill in the art would recognize that Helf is a signal-dependent system, and it would not abandon its ability to adapt to varying signal conditions in favor of a blind periodic update using a disfavored estimate.” Id. ¶ 120. We credit the testimony of Dr. Douglas over that of Dr. Hochwald in this regard. See Ex. 1004 ¶¶ 157–159; Ex. 2002 ¶¶ 115–120. The testimony from Dr. Douglas is consistent with the disclosure of Helf, while that of Dr. Hochwald is based on conclusory statements. For example, the only portions of Dr. Hochwald’s testimony cited in the Petition in connection with the rationale provided in this challenge are conclusory statements that “[a] person of ordinary skill would have found it obvious to modify Helf to update the background noise estimate after every 10 second period based on the teachings of Martin,” and “[t]he skilled person would have recognized it was beneficial to periodically update the minimum noise value to ensure it accurately reflected the current noise level,” which are contrary to the disclosure of Helf noted above. Ex. 1004 ¶¶ 158, 159.” slip op. at 21

  Patent outcomesUS 6,363,345 mixed
  Claim construction§ 102 anticipation§ 103 obviousness
  Patents in suitUS 6,363,345

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.