• Recor Medical, Inc. / Otsuka Medical Devices Co., Ltd. v. Medtronic Ireland Manufacturing Unlimited Co.Some claims unpatentable
  PTAB · Nov 3, 2025 · IPR2022-00431 · APJ Eric C Jeschke · IPR · Remand

  On remand, claims 1–3 and 8–12 are unpatentable over the instituted grounds; claim 4 was not shown unpatentable.

  RulingsRemand decision

  • RemandOther

    “Federal Circuit (Paper 33), which vacated the original Final Written Decision and remanded the proceeding to the Board. See ReCor Med., Inc. v. Medtronic Ir. Mfg. Unlimited Co., No. 2023-2251, 2025 WL 944511 (Fed. Cir. Mar. 27, 2025) (“the Appeal Decision” or “Appeal Dec.”); see also Paper 41 (copy of the Appeal Decision). The Federal Circuit’s mandate issued on May 5, 2025. See Paper 40. We have jurisdiction under 35 U.S.C. § 6, and we issue this Final Written Decision on Remand under 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73. For the reasons below, on the complete record, we conclude that Petitioner has proven, by a preponderance of the evidence, the unpatentability of claims 1–3 and 8–12 of the challenged patent, and we conclude that Petitioner has not proven, by a preponderance of the evidence, the unpatentability of claim 4.” slip op. at 2

  • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedNot shown unpatentable

    “and Petitioner’s rebuttal evidence. Objective evidence of nonobviousness, when present, must be considered as part of an obviousness inquiry. Transocean Offshore Deepwater Drilling, Inc. v. Maersk Drilling USA, Inc., 699 F.3d 1340, 1349 (Fed. Cir. 2012). Notwithstanding what the teachings of the prior art would have suggested to one of ordinary skill in the art, the totality of the evidence submitted, including objective evidence of nonobviousness, may lead to a conclusion that one or more of the challenged claims would not have been obvious to one of ordinary skill in the art. In re Piasecki, 745 F.2d 1468, 1471–72 (Fed. Cir. 1984).” slip op. at 50

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableNot shown unpatentableMixed

    “1. Claims 1–3 and 8–11 Because the obviousness ground based on Levin and Acker is dispositive as to challenged claims 1–3 and 8–11, we need not reach this additional ground as to those claims. See SAS Inst. Inc. v. Iancu, 584 U.S. 357, 371 (2018) (holding that a petitioner “is entitled to a final written decision addressing all of the claims it has challenged”); Boston Sci. Scimed, analysis in the appeal to the Federal Circuit. See Appeal Dec. *1–*2 (summarizing grounds at issue on appeal and not discussing anticipation based on Acker). Inc. v. Cook Grp. Inc., 809 F. App’x 984, 990 (Fed. Cir. 2020) (nonprecedential) (stating that the “Board need not address issues that are not necessary to the resolution of the proceeding,” such as “alternative arguments with respect to claims [the Board] found unpatentable on other grounds”); SK Hynix Inc. v. Netlist, Inc., IPR2017-00692, Paper 25 at 40 (PTAB July 5, 2018) (determining all challenged claims to be unpatentable and not addressing additional grounds). 2. Dependent Claim 4 As to dependent claim 4, in the context of this ground, Petitioner relies on Acker as to the additional limitations in claim 4 in the same manner as relied on in the context of the ground based on Levin and Acker. See Pet. 73 (“The combination teaches this element for the same reasons described in [the obviousness ground based on Levin and Acker], claim 4, with the exception that [one of ordinary skill in the art] would have been motivated based on his or her knowledge of prior renal denervation work, as noted above.”). Thus, for the same reasons discussed above (see § II.C.3.c), we determine, based on the complete record, that Petitioner has not demonstrated by a preponderance of the evidence that claim 4 would have been obvious based on Acker and the knowledge of one of ordinary skill in the art. G. Asserted Obviousness of Claim 12 Based on Acker, the Knowledge of a Person of Ordinary Skill in the Art, and Yock Petitioner asserts that claim 12, which depends from independent claim 1, would have been obvious based on Acker, the knowledge of one of ordinary skill in the art, and Yock. Pet. 12, 75; Pet. Reply 35–36. Patent Owner provides arguments addressing this ground. PO Resp. 57–60; PO” slip op. at 75

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

    “1. Independent Claim 1 Petitioner contends that Acker discloses each limitation of claim 1. Pet. 61–63; Pet. Reply 35. In the “Overview of the Ground” section, Petitioner references its proposed construction of the phrase “configured to” and states that “it is proper to consider whether the prior art is ‘capable of’ performing the recited functions, as opposed to requiring that a designer of a prior art device have actually conceived of the recited functional language.” Pet. 61. Petitioner continues: “If the PTAB agrees that this is the proper approach to claim construction, then Acker also anticipates the claims challenged in this ground.” Id. For the reasons below, we determine, based on the complete record, that Petitioner has not demonstrated by a preponderance of the evidence that claim 1 is anticipated by Acker. As to element 1d, which includes the phrase “configured to,”16 Petitioner states that Acker is capable of being used to target renal neural fibers outside of the blood vessel to thermally induce modulation of target neural fibers while protecting non-target tissue in the blood vessel wall from thermal injury for the reasons discussed under claim 1, limitation [1d] and in the section entitled “Reasonable Expectation of Success”, beginning on page 37 [of the Petition]. Pet. 62–63 (citing Daft Pet. Decl. ¶ 179) (first bracketed text added by Petitioner). Patent Owner argues that, in the context of this asserted ground based” slip op. at 71

  Patent outcomesUS 8,845,629 mixed
  § 102 anticipation§ 103 obviousnesscites Phillips · KSR
  Patents in suitUS 8,845,629
• 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
• Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentable
  PTAB · Oct 21, 2025 · IPR2024-00745 · APJ Russell E Cass · IPR · Final written decision

  Claims 45–47, 51, 59, 60, 68, and 69 are unpatentable; claims 56 and 57 are not shown unpatentable. Substitute claims 85–88 and 91 are unpatentable; amendment is granted for claims 92 and 93.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of 3 Patent Owner does not present objective evidence of nonobviousness. skill reflected in the specification of the ’474 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art.” slip op. at 11

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

    “Petitioner states that “no formal constructions are presently necessary,” and that it “maps [the] prior art in this Petition in a manner consistent with Patent Owner’s allegations of infringement before the district court.” Pet. 8 (citing Ex. 1017; Ex. 1003 ¶¶ 21–25). Patent Owner states that it believes there is no need to construe any terms of the challenged original claims because there is no underlying controversy regarding any claim terms. PO Resp. 10. For purposes of this Decision, we determine that it is not necessary to provide an express construction of any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 12

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

    “3. Motivation to Combine Buibas and Sinyavskiy Petitioner argues that “it would have been obvious to partition Buibas’[s] spiking networks according to the specific techniques disclosed in Sinyavskiy” for multiple reasons. Pet. 13 (citing Ex. 1005 ¶¶ 71–72, 85, 92, 179–203; Ex. 1006 ¶¶ 12, 185, 188, 191, Fig. 6A; Ex. 1003 ¶ 63). First, Petitioner asserts, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to parallelize task execution on the robot and improve learning capabilities (e.g., through faster learning, greater computing efficiency, and task-specific learning models) of the Buibas mobile robotic apparatus as described by Sinyavskiy and discussed by Dr. Janet.” Id. (citing Ex. 1003 ¶ 64). Second, Petitioner contends, “partitioning Buibas’[s] robotic brain as suggested by Sinyavskiy would have beneficially expanded the range of tasks that the robot could perform by dedicating partitions to specialized tasks.” Id. at 13– 14 (citing Ex. 1006 ¶¶ 12, 185, 188, Fig. 6A; Ex. 1005 ¶¶ 71–72, 85, 92, 179–205; Ex. 1003 ¶ 65). Third, Petitioner argues, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to permit unused partitions or unused resources in the partitions to be reassigned for different tasks,” which would allow for a network processing apparatus that has increased processing capability for the same network capacity while also having a lower cost, size and power consumption. Id. at 14 (citing Ex. 1006 ¶¶ 190–192, 105, 34, code (57); Ex. 1003 ¶ 66). Fourth, Petitioner argues that “Buibas briefly mentions that its spiking neural networks can be partitioned but discloses little detail about the partitioning,” which would invite one of ordinary skill to turn to other references, such as Sinyavskiy, for additional detail on how to implement partitioning. Pet. 14–15 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 67). Fifth, Petitioner asserts, combining Buibas and Sinyavskiy would merely “involve[] the application of known techniques (e.g., Sinyavskiy’s partitioned neural network) to a known system (e.g., Buibas’[s] mobile robot and robotic brain) to yield predictable results (e.g., Buibas’[s] robot using a spiking neural network partitioned as taught in Sinyavskiy),” particularly because “the partitioning of the Buibas neural network is reminiscent of Recurrent Fuzzy Neural Networks (RFNNs) that were already commonplace at the end of the 1990’s.” Id. at 15 (citing Ex. 1003 ¶ 68). Finally, Petitioner contends, the proposed combination merely involves “use of known techniques (e.g., Sinyavskiy’s partitioned neural network) to improve a similar system (e.g., Buibas’[s] mobile robot and robotic brain).” Id. (citing Ex. 1003 ¶ 69). Petitioner further argues that one of ordinary skill “would have reasonably expected success implementing the combination, especially as Buibas and Sinyavskiy describe highly similar systems involving spiking neural networks used for training/operating robots.” Pet. 15–16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70). Indeed, Petitioner contends, “Buibas itself confirms that its spiking neural network can be partitioned, while Sinyavskiy provides the details for doing so.” Id. at 16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70).” slip op. at 14

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

    “We agree with Patent Owner and Dr. Saber that these “weights” are numerical values associated with connections among neurons, and the “weight vectors” are merely lists of weights. PO Resp. 13–14; Ex. 2001 ¶¶ 66–67. When input is provided to the neural network, the network uses the weights of its connections in a feedforward calculation manner to provide an output that can include an instruction for operating a device. Ex. 2001 ¶ 66. We agree with and find credible Dr. Saber’s testimony that Buibas’s merging of weights or weight vectors results in updated network weights, and does not, by itself, disclose the merging of instruction sets for operating a device, or the correlation of the same set of inputs for all or a portion of a circumstance representation with instruction sets for operating two different devices. Ex. 2001 ¶¶ 65, 67, 69–71.” slip op. at 39

  Patent outcomesUS 11,663,474 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,663,474
• Toyota Motor Corp. v. Emerging Automotive LLCSome claims unpatentable
  PTAB · Oct 21, 2025 · IPR2024-00786 · APJ Frances L Ippolito · IPR · Final written decision

  Claims 10, 11, 13–16 were held unpatentable: claims 10, 11, 13, 15, and 16 as anticipated by Xiao, and claim 14 as obvious over Xiao and Singh.

  RulingsFinal written decision

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

    “arguments, we agree with Patent Owner’s proposed construction that requires the server to conduct a compatibility check. We start with the express claim language. Claim 10 recites: determining, by the server, applicable settings for the selected vehicle, the applicable settings being settings that are preferred to be set as identified from the user profile and are compatible with settings that are settable in the selected vehicle. Ex. 1001, 33:10–14 (emphases added). The express claim language requires that the server determine applicable settings. Those applicable settings, determined by the server, must also be compatible with vehicle settings. As such, the plain and ordinary meaning of the claim language expressly requires that the server make a determination of applicable settings that are defined as being compatible with vehicle settings.” slip op. at 14

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner contends that a person of ordinary skill in the art (“POSITA”) at the time of the invention of the ’268 patent “would have had at least a Bachelor’s degree in electrical engineering, computer science, or closely related field, with at least two-to-four-years-experience in cloud services for settings customization, or a Master’s degree in electrical engineering, computer science, or equivalent.” Pet. 12 (citing Ex. 1009 ¶ 82). Patent Owner does not address the level of ordinary skill in the art. See, generally PO Resp. For purposes of this Decision, we adopt Petitioner’s proposal because it is reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 12

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

    “However, contrary to Dr. Almeroth’s testimony and Petitioner’s position, Xiao’s server already does not attempt to command vehicles to do things they cannot do. Xiao teaches that server 118 generates commands for command codes that exist and are settable in the vehicle. Ex. 1010 ¶¶ 102– 103. As such, if there is no corresponding automobile setting, then Xiao’s server would not list those command codes for retrieval and would not send a command based on that retrieved command code to control the automobile systems to achieve the operator’s desired settings because that command code is not in the database. Our understanding of Xiao is further supported by Dr. Almeroth’s testimony: By listing them in the table of automobile command code information 606, Xiao shows that there are particular settings compatible with particular automobiles and particular desired settings. Thus, Xiao demonstrates the necessarily present characteristic that certain settings (e.g., commands) are compatible with certain automobiles. Ex. 1009 ¶ 96 (emphases added). We note that Dr. Malek further explains “the nonsensical result achieved by the combination would be that Xiao’s server, at best, in response to the command request issued by the operator, could ‘look up’ a command code to apply a vehicle-specific setting to that automobile 112, only to find that there is ‘none.’” We agree with Dr. Malek that there is a “None” command code in Xiao’s database when Xiao’s database already stores settings that are known to be settable in a specific vehicle per the operator’s preferences. Ex. 2011 ¶ 135. Thus, based on the complete record, we determine that Petitioner has not demonstrated by a preponderance of the evidence that Xiao in combination with Hayashi render claim 10 obvious.” slip op. at 79

  • BurdenNot shown unpatentable

    “Anticipation is not an ipsissimis verbis test, but “[a] claim is anticipated only if each and every element as set forth in the claim is found, either expressly or inherently described, in a single prior art reference.” Verdegaal, 814 F.2d at 631. Petitioner and Dr. Almeroth both acknowledge that Xiao discloses operators on the same account. Pet. 40–41; Ex. 1009 ¶ 170. But Petitioner and Dr. Almeroth do not explain sufficiently how Xiao discloses these operators have sub-user accounts. Petitioner further contends Xiao discloses plurality of accounts. Pet. Reply 18–19 (citing Ex. 1024, 33:1–44:10, 45:22–46:2); Ex. 1010 ¶ 65. Again, Petitioner has not adequately explained how the plurality of accounts includes sub-user accounts because Xiao discloses generally that multiple operators of a vehicle are on the same, single account. Ex. 1010 ¶ 66.” slip op. at 65

  Patent outcomesUS 9,171,268 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,171,268
• Google LLC v. Dialect, LLCSome claims unpatentable
  PTAB · Oct 20, 2025 · IPR2024-00752 · APJ George R Hoskins · IPR · Final written decision

  Claims 1–7, 12–17, and 19–23 are unpatentable; claims 8–11, 18, and 24–27 were not shown unpatentable, because Coffman’s domain-agent disclosure was deficient for the latter claims.

  RulingsFinal written decision

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

    “recites one or more processors programmed with instructions to “synchronize the first context stack with a second context stack . . . such that the context information of the first context stack is updated based on related context information of the second context stack.” Ex. 1001, 38:43–45, 38:50–54. This language focuses on synchronizing the two context stacks by updating the context information of the first stack based on related context information of the second stack. See id. The only potential textual support in claim 1 for Patent Owner’s position that the claim requires duplicating the order of the context entries in the two stacks are the terms “synchronize” and “context stack.” See id. We discern nothing in the plain and ordinary meaning of those terms that would require duplicating the order of context entries in the two stacks as part of the claimed synchronizing.” slip op. at 23

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Patent Owner does not oppose Petitioner’s formulation of ordinary skill. See PO Resp.; Ex. 2013 ¶¶ 28–31. We are satisfied that Petitioner’s unopposed formulation of ordinary skill generally comports with the level of skill necessary to understand and implement the teachings of the ’652 patent and the asserted prior art. Therefore, we apply that formulation here.” slip op. at 9

  • Expert testimonyPatent owner expert discountedDecided for patent owner

    “We have also considered the expert testimony. Patent Owner’s expert Mr. Occhiogrosso opines that synchronizing context stacks must include duplicating the order of entries in the stacks. See Ex. 2013 ¶¶ 36–41, 50, 67–74. However, the only documentary evidence cited to support this opinion is the ’652 patent specification disclosures we have addressed above. See id. ¶¶ 39, 70, 72 (citing Ex. 1001, 20:10–12, 20:19–22). Thus, Mr. Occhiogrosso’s extrinsic testimony on this point is overly conclusory, and we accordingly give it little weight here. Moreover, although extrinsic evidence such as expert witness testimony “can shed useful light on the relevant art,” it is “less significant than the intrinsic record in determining ‘the legally operative meaning of claim language.’” Phillips, 415 F.3d at 1317 (citations omitted); see also id. at 1318 (“We have viewed extrinsic evidence in general as less reliable than the patent . . . in determining how to read claim terms.”); Seabed Geosolutions (US) Inc. v. Magseis FF LLC, 8 F.4th 1285, 1287 (Fed. Cir. 2021) (“Given the clarity of the intrinsic evidence, resort to extrinsic evidence is unnecessary” so “to the extent the Board relied on extrinsic evidence to alter the meaning of ‘fixed’ that is clear from the intrinsic evidence, that was error.”).” slip op. at 29

  • Strike new argumentNew argument disregardedNew argument consideredMixed

    “Mr. Schmandt’s initial Declaration (Exhibit 1002) entirely fail to address how Coffman’s processor(s) might be programmed to “identify” one or more conversationally-aware applications per claim 8. As a result, the additional argument in the Petitioner Reply concerning this claim requirement is untimely and should not be considered. See PO Sur-reply 4, 13; e.g., Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1002 (Fed. Cir. 2023) (“[T]he expedited nature of IPRs bring with it an obligation for petitioners to make their case in their petition” and “the Board is not permitted to entertain ‘[s]hifting arguments’ but must, instead, reject any ‘entirely new theory of prima facie obviousness absent from the petition,’ if the petitioner attempts to inject such a theory into the proceeding post-petition.” (citations omitted)); Wasica Fin. GmbH v. Cont’l Auto. Sys., Inc., 853 F.3d 1272, 1286 (Fed. Cir. 2017) (“Here, [the petitioner] did not make out its obviousness case in its petition” and “[a]fter [the patent owner] pointed out the flaws of [the petitioner’s] position, [the petitioner’s] ensuing arguments to the Board and to us effectively abandoned its petition in favor of a new argument” thereby “amount[ing] to an entirely new theory of prima facie obviousness” which “is foreclosed by statute, our precedent, and Board guidelines.”). Nonetheless, in order to provide a complete record for federal court review if sought by Petitioner, we will go on to consider the substantive merit of the arguments in the Petitioner Reply. We conclude those arguments and Mr. Schmandt’s supporting testimony (Exhibit 1017) do not satisfy Petitioner’s burden to demonstrate obviousness by a preponderance of the evidence, for the following reasons.” slip op. at 59

  Patent outcomesUS 8,849,652 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 8,849,652
• Apple Inc. v. Resonant Systems, Inc.Some claims unpatentable
  PTAB · Oct 9, 2025 · IPR2024-00806 · APJ Norman H Beamer · IPR · Final written decision

  Claims 1–8, 15–17, and 20 are unpatentable under § 103; claims 14 and 19 were not shown unpatentable because the proposed paramagnetic flux paths in Wakuda lacked adequate support.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner’s expert declarant contends that person of ordinary skill in the art (POSITA) would have had a degree in mechanical engineering, electrical engineering, physics, or a related technical field, and at least 2–3 years of experience related to the design or development of systems incorporating linear actuators; additional years of experience could substitute for the advanced-level degree. Ex. 1003 ¶ 33. Patent Owner offers “a similar level of ordinary skill in the art.” PO Resp. 3. Based on a review of the record, we adopt Petitioner’s proposed level of ordinary skill in the art because it is consistent with the evidence of record, including the asserted prior art and ’830 patent specification.” slip op. at 11

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner

    “The parties agree that independent claims 1, 19, and 20 include means plus function limitations under 35 U.S.C. § 112 ¶ 6.8 Pet. 3–7; PO Resp. 6–14. An element in a claim for a combination may be expressed as a means . . . for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof. 35 U.S.C. § 112 ¶ 6. In particular, the parties agree that the “driving component” and “control component” requirements of independent claims 1, 19, and 20 are means plus function limitations. Pet. 3–7; PO Resp. 6–14. Construing a means plus function limitation under 35 U.S.C. § 112 ¶ 6 involves two steps: 1) identifying the claimed function and 2) identifying in the specification the corresponding structure that performs the claimed function. Med. Instrumentation & Diagnostics Corp. v. Elekta AB, 344 F.3d 1205, 1210 (Fed. Cir. 2003); Cardiac Pacemakers, Inc. v. St. Jude Med., Inc., 296 F.3d 1106, 1119 (Fed. Cir. 2002).” slip op. at 12

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Corresponding structure / algorithm (indefinite if none)Term construed board ownDecided for petitioner

    “Therefore, the specification clearly links the function of “control[ing] supply of power from the power supply to . . . cause the moveable component to oscillate at a frequency . . . specified by one or more stored values” at least to portions of steps 706 and 708 of the flow diagram algorithm of Figure 7A, as described above. Thus, the control component requires a microprocessor and memory with algorithmic structure including a timing algorithm or similar coding for creating a control output signal that flips to control the direction of current flow through a coil (e.g., coil 514, Fig. 5, coil 626, Fig. 6), where the coil is structure that corresponds to the recited “driving component,” as noted above.11 We adopt the District Court’s conclusion in the Apple litigation that the “control component” structure itself does not require an H-bridge switch, but only requires that the processor generates the “d” inputs to the switch; and further that the structure does not require does not require computing initial default values as specified in step 702 of Figure 7A (i.e., values not specified by a user). Ex. 3001, 30–33, 35. This is in accord with settled law 11 “Rather than using a formal timer mechanism, certain implementations may simply employ counted loops or other simple programming techniques for periodically carrying out tasks.” Ex. 1001, 7:17–20. that limits the structure to that necessary to perform the claimed function. 12 By the same token, we modify the District Court’s construction to the extent it would require, based on such steps as 706, 710, and 716, a specific order of the steps of generating the “p” and “d” values. The claims only require the control component to control the power supply to cause oscillation at a specified frequency and amplitude, but do not require the frequency value to be generated before the amplitude value, or vice versa.” slip op. at 18

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

    “to include the ability disclosed in Ramsay to allow a user to customize and store parameters associated with haptic effects, such as creating “haptic track files” that specify variations in the amplitude and frequency of the effect over time to achieve a desired effect. Pet. 46–47 (citing Ex. 1006 ¶¶ 15, 25– 28, 37; Ex. 1003 ¶¶ 192–193). Petitioner argues that this combination would have been motivated by the desire to expand the functionalities of haptic devices to allow end users to create and customize haptic effects, to provide a fuller haptic experience, and to be able to store haptic effects to save processing power compared to real-time generated effects. Id. at 47–49 (citing Ex. 1006 ¶¶ 14–15, 30, 47, 53–57; Ex. 1003 ¶¶ 194–196). Petitioner argues that this making combination would have had a reasonable expectation of success given that both references deal with linear actuators, both disclose storing frequency and amplitude values, and the combination involves routine knowledge of software techniques. Id. at 49–50 (citing Ex. 1004, 2:3–9; Ex. 1006 ¶¶ 17, 26–28; Ex. 1003 ¶¶ 197–198). Petitioner further argues that it would have been obvious to use the H-bridge switch of Rossi as part of the Gregorio actuator drive circuit 16 in the asserted Gregorio-Ramsay combination to periodically switch the polarity of drive signals to electric coil 28 of Gregorio, and thus oscillate magnet 27, under the control of a signal from processor 12 of Gregorio. Pet. 56 (citing Ex. 1003 ¶ 211). Petitioner argues that this combination would have been motivated because Gregorio does not disclose implementation details and therefore one of ordinary skill would have looked toward teachings like Rossi to fill in those details, and that an H-bridge switch was a well-known example circuit for implementing a change in “current flow direction/polarity” for “push” and “pull” actions in a system, and was a simple, cost-effective, and reliable circuit design. Id. at 56–58 (citing Ex. 1020, Abstr., Figs. 4, 6, 1:65–3:54; Ex. 1003 ¶¶ 212–217). Petitioner argues that making this combination would have had a reasonable expectation of success given that it involved known techniques through routine circuit design considerations and software instructions for generating the control signal. Id. at 58 (citing Ex. 1003 ¶ 218). Petitioner further argues that it would have been obvious to modify the Gregorio-Ramsay-Rossi combination, using the control algorithm disclosed in Aldrich, to replace the monitoring technique of Gregorio with that of Aldrich to maintain a resonance frequency by incrementing or decrementing the drive frequency. Pet. 58–59 (citing Ex. 1004, 4:22–28, 4:42–48; Ex. 1021, 2; Ex. 1003 ¶ 219). Petitioner’s expert provides implementation details of Aldrich, including that the Aldrich hill-climb technique would use a Boolean value to indicate whether the frequency was being increased, with local variables set to default values, and use integer values when processing sensor signals. Id. at 59–60 (citing Ex. 1021, 2; Ex. 1003 ¶¶ 220–222). Petitioner argues that these modifications would have been motivated to improve the Gregorio system using the Aldrich feedback algorithm for targeting a resonant frequency, given that the Gregorio approach had shortcomings that required a monitoring period with reduced haptic feedback, receiving weak EMF signals. Id. at 61–62 (citing Ex. 2004, 3:65–5:55, 5:63–65; Ex. 1021, 1–3; Ex. 1003 ¶¶ 223–227). Petitioner argues that making this combination would have had a reasonable expectation of success given that it involved known techniques for improvement to yield predictable results, readily implemented via software executed by the microprocessor. Id. at 62–63 (citing Ex. 2004, 2:44–50; Ex. 1021, 2; Ex. 1003 ¶ 229). Patent Owner does not address Petitioner’s arguments regarding the” slip op. at 27

  Patent outcomesUS 9,941,830 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,941,830
• Kohler Co. v. Delta Faucet Co.Some claims unpatentable
  PTAB · Oct 1, 2025 · IPR2024-00700 · APJ Jane E Inglese · IPR · Final written decision

  Claims 1, 2, and 9 are unpatentable as obvious; claims 3–8 and 10–24 were not shown unpatentable because the asserted references failed to establish limitations including the claimed light pipe features.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “For purposes of this Decision, we adopt Petitioner’s definition of a POSITA. Petitioner’s witness (Mr. Cook) qualifies as a POSITA under this definition, and, therefore, is qualified to opine from the perspective of a POSITA on technical matters included within the areas of expertise prescribed by the definition. As indicated above, Petitioner’s definition of a POSITA does not require education in the field of optics and professional experience designing or analyzing optical apparatus, unlike Patent Owner’s definition. We are aware, however, that Patent Owner’s witness (Dr. Klopp) has more extensive experience with optical systems and methods than Petitioner’s witness (Mr. Cook). Compare Ex 1003 ¶¶ 8–14, Ex. 2005, 39:21–59:17, with Ex. 2003 ¶¶ 3–20, Ex. 2004, 1–2, Ex. 1015, 10:22–13:25. Although Mr. Cook possesses excellent credentials in the field of mechanical engineering, his experience in the design and analysis of optical systems and methods is sparse and insubstantial compared to that of Dr. Klopp. Id. Due to this difference in experience levels, in instances where the witnesses express differing views on factual issues related to optical systems and methods, we will accord more weight to Dr. Klopp’s testimony than to Mr. Cook’s.” slip op. at 8

  • Expert testimonyPetitioner expert discountedPatent owner expert creditedMixed

    “through the light transmission portion and bottom output face 313 of light conductor 38, which teaches transmitting light in parallel with the longitudinal axis of the housing. Tseng does not disclose or teach that light is emitted through the side surface of annular protrusion 383 in a direction perpendicular to the longitudinal axis of the housing. Ex. 1004 ¶ 97. Petitioner’s assertions that this would be the case consist solely of conclusory statements, supported only by citations to Mr. Cook’s declaration. Mr. Cook, however, simply repeats Petitioner’s conclusory statements, without providing sound technical reasoning supported by objective evidence to explain and support his opinions. Ex. 2003 ¶¶ 101– 102, 105, 195–198, 202. We, therefore, accord little weight to Mr. Cook’s opinion on this particular matter because it “merely repeats, verbatim, the conclusory assertion for which it is offered to support,” and “does not cite to any additional supporting evidence or provide any technical reasoning [in] support.” Xerox Corp. v. Bytemark, Inc., IPR2022-00624, Paper 9 at 15 (PTAB Aug. 24, 2022) (precedential). Furthermore, Mr. Cook’s opinion conflicts with that of Patent Owner’s witness, Dr. Klopp, who opines that a “POSITA would understand from Tseng’s third embodiment that light from the LED would bypass the annular protrusion 383 of outer cliff 381, while transmitting downwardly toward the output face 313.” Compare Ex. 1003 ¶¶ 174–175, 190–194, with Ex. 2003 ¶¶ 101–102, 105. As discussed above, Mr. Cook is qualified to opine from the perspective of a POSITA on technical matters included within the expertise of a person meeting Petitioner’s definition of a POSITA, which do not include optics and optical apparatus. We, therefore, credit Dr. Klopp’s opinion over that of Mr. Cook on this particular factual issue of how it is directly related to optical systems and methods about which Mr. Cook possesses limited relevant experience. See Ex. 1003 ¶¶ 6–15 (experience in communication systems and electronics); Ex. 2005, 55:16–58:19 (design experience with electronics that use indicator lights or fiber-optic communications; no professional experience with light pipes, diffusers, or plumbing fixtures). Dr. Klopp possesses substantial research and professional experience with optical methods, fiber optic light pipes, light guides, diffusers, prisms, and analysis of faucets, spray heads, and plumbing fixtures. See Ex. 2003 ¶¶ 6–10 Supra 8 (discussing weight accorded to conflicting witness testimony); see also Resp. 2–3 (arguing that “Petitioner’s expert, Mr. Cook, is a mechanical engineer with substantial professional experience in electronics for high-voltage power systems and communications, but he has limited experience with the claimed subject matter.”).” slip op. at 34

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

    “would be used to construe the claim[s] in a civil action [held] under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b). Under that standard, claim terms generally are given their plain and ordinary meaning as would have been understood by the ordinarily skilled artisan at the time of the invention when read in the context of the specification and prosecution history. Phillips v. AWH Corp., 415 F.3d 1303, 1313 (Fed. Cir. 2005) (en banc). We construe terms in controversy only to the extent necessary to resolve the controversy. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). Petitioner asserts that the claim terms do not require construction and should be afforded their plain and ordinary meaning. Pet. 13. Patent Owner contends that it applies the plain and ordinary meaning of the claim terms. Resp. 7. Taking into consideration the information presented, we determine that none of the claim terms requires express construction for purposes of resolving the dispute before us.” slip op. at 9

  • BurdenMixed

    “perpendicular to the longitudinal axis of Tseng’s housing (internal 33 and external 34 sleeves). “In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc (quoting Magnum Oil)).” slip op. at 40

  Patent outcomesUS 10,393,363 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,393,363
• Comcast Cable Communications, LLC v. Entropic Communications, LLCSome claims unpatentable
  PTAB · Sep 5, 2025 · IPR2024-00431 · APJ Jon M Jurgovan · IPR · Final written decision

  Claims 1, 3, and 4 are unpatentable as obvious over Afshary and Mirfakhraei; claim 2 was not shown unpatentable over either asserted combination.

  RulingsFinal written decision

  • Skill levelSkill level board ownDecided for petitioner

    “Patent Owner’s proposal to limit a POSITA’s education and experience to “broadband networks over coaxial cables” is too narrow. Although Patent Owner points to various parts of the ’518 patent as supporting its restrictive proposal, other parts of the patent are not so limited. For example, the patent’s technical field and summary are not limited to coaxial cable, and the patent discusses twisted pair wiring and satellite communications as media that can be used. See, e.g., Ex. 1001, 1:27–29, 3:33–35, 3:49–50, 3:67–4:3, 5:61–6:3, 8:20–23, 9:28–33. Accordingly, we adopt the following level of ordinary skill in the art for use in this Decision: A POSITA would have a bachelor’s degree in electrical engineering, computer engineering, or a related field, and two to four years of experience with broadband communication networks. Additional professional experience could substitute for education, and additional education could substitute for professional experience. We find that this skill level is consistent with the problems and solutions identified in the ’518 patent and the prior art references asserted by Petitioner. In addition, we find the adopted skill level consistent with the education and experience that a POSITA would have had. See In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)) (citing factors to consider when determining level of ordinary skill in the art).” slip op. at 15

  • Expert testimonyDecided for petitioner

    “We determine that Mr. Bertonis and Mr. Garrett had at least the skill level of a POSITA at the time they submitted their declarations and testimony in this case. Ex. 1002 ¶¶ 4–15, Appx. A; Ex. 2001 ¶¶ 8–12, Appx. A; cf Osseo Imaging, LLC v. Planmeca USA Inc., 116 F.4th 1335 1341 (Fed. Cir. 2024) (“An expert need not have acquired that skill level prior to the time of the invention to be able to testify from the vantage point of a person of ordinary skill in the art.”). Accordingly, we see no reason to disregard the testimony of either on the basis that they do not have a POSITA’s skill level.” slip op. at 45

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesTerm construed petitioner constructionDecided for petitioner

    “Because an assessment of whether the prior art discloses a means- plus-function limitation depends not only on the presence of the recited function but also the structure that performs that function as described in the patent’s specification, we address Petitioner’s undisputed contentions for the means-plus-function limitations below.” slip op. at 12

  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “We conclude that Petitioner has shown by preponderant evidence that Mirfakhraei is in the same field of endeavor as the ’518 patent, i.e., “broadband communication networks.” Mirfakhraei is thus analogous art because it is in the same field of endeavor as the ’518 patent.” slip op. at 27

  Patent outcomesUS 7,295,518 mixed
  Claim construction§ 103 obviousnesscites Graham
  Patents in suitUS 7,295,518
• Comcast Cable Communications, LLC v. Entropic Communications, LLCSome claims unpatentable
  PTAB · Sep 4, 2025 · IPR2024-00430 · APJ Jon M Jurgovan · IPR · Final written decision

  Claims 1–3, 6–10, 14–18, and 22–24 are unpatentable; claims 4–5, 11–13, and 19–21 are not shown unpatentable.

  RulingsFinal written decision

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

    “We agree with Petitioner that the ’690 patent does not limit the term “probe” to channel assessment. Pet. Reply 2–4. Reviewing the intrinsic evidence, the “Technical Field” of the ’690 patent states that “some embodiments relate to channel assessment probes,” implying others do not. Ex. 1001, 1:13–14. The ’690 patent further states that “receiver determined probes may be used in a variety of applications” including to “discover hidden nodes” and “off-site network diagnosis.” Id. at 2:20–27. In addition, the ’690 patent states that probes may be used for “network maintenance procedures,” to “replicate a potential problem, reach or discover a distant or previously undetected node on the network, or assist with network admissions procedures.” Id. at 4:25–38. Turning to the claims of the ’690 patent, the evidence of record does not establish that the independent claims recite anything unique or specific to channel assessment (although their scope covers that purpose). Furthermore, dependent claim 7 of the ’690 patent recites that the “probe” is used to diagnose a network problem, and dependent claim 13 recites that the “probe” is used to identify a hidden node. Restricting the independent claims to probes used solely for channel assessment would be contradictory to these dependent claims. Littlefuse, Inc. v. Mersen USA EP Corp., 29 F.4th 1376, 1380 (Fed. Cir. 2022) (construction of term in independent claims should not render dependent claims superfluous or lacking scope).” slip op. at 20

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

    “We agree with Petitioner that a “physical layer probe” is “a probe that relates to the physical layer.” The term does not appear per se in the specification of the ’960 patent, nor in the prosecution history, but only in claims 9, 17, and 19. However, the term “physical layer” is well-known and is the first layer in the Open Systems Interconnection (OSI) network model. See, e.g., Ex. 1021, 35–40, 69; Ex. 1002 ¶¶ 49–50. The physical layer is used to transmit digital bits over a network, and defines the timing, mechanical, and physical network characteristics required for transmitting the data bits. Hence, a “physical layer probe” is a probe that relates to the physical layer. We need not, and do not, construe the term further to resolve the parties’ dispute. See Realtime, Vivid Techs., supra. Having decided proper constructions for the disputed terms, we proceed in our analysis to consider the parties’ arguments concerning the challenge grounds. In the following sections, we apply the plain meaning of the claim terms, and as necessary, specify what the plain meanings are.” slip op. at 23

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “C. Level of Ordinary Skill in the Art Petitioner contends as follows: A POSITA8 would have had a bachelor’s degree in electrical engineering, computer engineering, or a similar discipline, and three to four years of experience working in signal processing and/or communication systems/networks. Additional education may substitute for experience, and significant work experience may substitute for formal education. Pet. 6 (citing Ex. 1002 ¶¶ 115–120). Patent Owner does not dispute Petitioner’s proposed level of skill in the art. We adopt and apply Petitioner’s proposed skill level because it is consistent with the problems and solutions identified in the ’690 patent and the prior art references asserted by Petitioner. In addition, we find the adopted skill level consistent with the education and experience that a POSITA would have had. See In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)) (citing factors to consider when determining level of ordinary skill in the art).” slip op. at 25

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

    “Hence, we determine that Petitioner has shown by preponderant evidence that the Ranging Request (“probe request”) message includes CID and SS MAC address and other parameters (“first plurality of parameters”) which at least specify the CID (“content payload of the probe”) and the SS MAC address (“second node”) of the Ranging Response.12 We thus proceed to consider Petitioner’s contentions for the remaining limitations of claim 1, which are undisputed, and determine that claim 1 is anticipated by IEEE-802.16.” slip op. at 29

  Patent outcomesUS 8,284,690 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 8,284,690

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.