- Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 6, 2025 · IPR2023-01169 · APJ Barbara A Parvis · IPR · Final written decision
Claims 1, 2, and 4–20 are unpatentable over Thomas; claim 3 is not shown unpatentable. Substitute claims 22–36 are unpatentable, and substitute claim 21 is not reached.
RulingsFinal written decision- BurdenFwd mixedMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“with the computer program 110.” Ex. 1005, 3:54–55. Thomas describes that (1) the “collected data is then stored in the database 130,” (2) the collected “data is stored in a data structure, generally referred to as a user’s profile,” and (3) the collected “data is logically linked to an event, or situation, that initiated the user’s input.” Id. at 3:56–61. Thomas describes creating or establishing a user profile by simulator 120 recording “the user’s decision/input” and storing “the user’s input in the field or sub-profile associated with the particular situation and/or event.” Id. at 4:67–5:5, Fig. 6. Patent Owner does not dispute Petitioner’s showing for element [1.3]. Also, contrary to Patent Owner’s arguments, we must consider what Thomas discloses rather than whether Thomas uses the exact claim term “instruction sets.” Cf. Gleave, 560 F.3d at 1334 (a reference does not have to satisfy an ipsis verbis test to disclose a claimed element). For these reasons, we are not persuaded by Patent Owner’s argument that Thomas does not “mention instruction sets” or “anything related to an instruction set.” PO Resp. 36–37; PO Sur-reply 17.” slip op. at 42
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, deniedDenied
“C. Indefiniteness Petitioner argues that proposed substitute claims 22–36 are indefinite.” slip op. at 72
Patent outcomesUS 10,607,134 mixed§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham · NautilusPatents in suitUS 10,607,134 - Tesla, Inc. v. Autonomous Devices, LLCAll claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01173 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 10, 11, 25, 27, and 30 are unpatentable under § 103 over Grotmol, Grotmol and Hickman, or Grotmol and Hoffman.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“C. Claim Construction In an inter partes review proceeding, a patent claim is construed using the same standard used in a civil action under 35 U.S.C. § 282(b), including construing the claim in accordance with the ordinary and customary meaning of the claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b). Neither party proposes an express construction for any claim terms. Pet. 5; PO Resp. 9. We determine that no claim terms require an express construction to resolve the parties’ disputes regarding the asserted grounds of unpatentability. See Sections II.D–II.F.” slip op. at 6
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“Patent Owner’s arguments are unavailing. Grotmol teaches that a user may train a robot to learn “simple” and “complex” tasks. Ex. 1005, 24:17– 23. The evidence of record indicates that a person of ordinary skill in the art would have known to use different trainers “to train behaviors involving different levels of complexity in order to take advantage of the varying skills and knowledge of trainers.” Ex. 1003 ¶ 341. Thus, based on Grotmol’s teaching that a robot can learn both simple and complex tasks, a person of ordinary skill in the art would have had a specific reason for different users to train Grotmol’s robot for different behaviors, namely, to benefit from the users’ varying skills and knowledge. Pet. 25; Ex. 1003 ¶ 341; Ex. 1005, 24:17–23. Grotmol also teaches that a user may train a robot “using a gamepad (or other input device . . . ).” Ex. 1005, 26:9–13; see id. at 33:18–21. The evidence of record indicates that “switching users would be as simple as handing off a gamepad or other remote device used for controlling the robot from one user to another.” Ex. 1010 ¶ 73. Neither Patent Owner nor its declarant, Dr. Eli Saber, explains specifically why handing Grotmol’s gamepad to a different user would have created “complexities of combining the mixed knowledge into a single knowledgebase” or required “identifying each user to store particular learned operations and preferences in portions of the knowledgebase for user-specific autonomous operations.” See PO Resp. 14–15; PO Sur-reply 9; Ex. 2007 ¶¶ 128–130. Thus, based on Grotmol’s teaching of using a gamepad to train a robot, it would have been simple and straightforward for different users to train Grotmol’s robot for different behaviors. Ex. 1005, 26:9–13, 33:18–21; Ex. 1010 ¶ 73.” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“4. Reason to Combine Petitioner asserts that a person of ordinary skill in the art would have had reason to combine the cited teachings of Grotmol and Hickman. Pet. 27–30 (citing Ex. 1003 ¶¶ 159–166). We agree with Petitioner’s rationale. Specifically, it would have been obvious to a person of ordinary skill in the art to combine Grotmol and Hickman so that Grotmol’s robots share training sets using Hickman’s shared robot knowledgebase. Id. at 30; Ex. 1003 ¶ 166. Doing so would have been obvious because Grotmol teaches sharing training sets between robots, and Hickman’s shared robot knowledgebase would facilitate wider and faster sharing of Grotmol’s training sets. Pet. 27–29; Ex. 1003 ¶¶ 160–161, 164; Ex. 1005, 33:27–32; Ex. 1007, 1:38–41, 5:41–46, 11:31–41. In addition, a person of ordinary skill in the art would have had a reasonable expectation of success in using Hickman’s shared robot knowledgebase with Grotmol’s robot because Hickman’s shared robot knowledgebase would “not interfere” with Grotmol’s robot. Pet. 30; Ex. 1003 ¶ 166.” slip op. at 24
Patent outcomesUS 11,055,583 unpatentableClaim construction§ 103 obviousnesscites GrahamPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01172 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–9, 11–14, 16–24, 26, 28, 29, and 31–34 are unpatentable as anticipated by Grotmol; claim 15 was not shown unpatentable because Grotmol does not disclose its required sequence.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 4–5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“The parties appear to agree that the term “connection” refers to a relationship, but dispute whether it includes a link. PO Resp. 7; Pet. Reply 23. We need not resolve this claim construction issue in order to resolve the parties’ disputes about the asserted ground of unpatentability. Specifically, as discussed below, even if we assume for the purposes of this Decision that the term “connection” means a “relationship that includes a link,” the asserted prior art still discloses the disputed claim limitation. See Section II.D.23.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“We agree with Patent Owner that claim 15 requires modifying the first instruction set before determining the modified first instruction set based on an at least partial match between the new digital picture and the first digital picture. Claim 15 recites “modifying: the first one or more instruction sets” and “determining the modified the first one or more instruction sets . . . based on the at least partial match between the new one or more digital pictures and the first one or more digital pictures.” Ex. 1001, 162:65–163:15 (emphasis added). The phrase “the modified . . . instruction sets” in the determining limitation indicates an order because it refers back to the instruction sets modified in the modifying limitation. Id. Further, the phrase “based on the at least partial match” indicates that a partial match between the new picture and the first picture returns the modified first instruction set. Id. In order for a partial match to return the modified first instruction set, it is logical that the first instruction set previously was modified and correlated to the first picture. Id. Thus, claim 15 indicates that the modifying limitation is performed before the determining limitation. See Altiris, Inc. v. Symantec Corp., 318 F.3d 1363, 1369 (Fed. Cir. 2003) (“First, we look to the claim language to determine if, as a matter of logic or grammar, [the recited steps] must be performed in the order written.”).” slip op. at 8
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“3. Means-plus-function limitations Petitioner contends that the corresponding structure for the “means for receiving or generating a first one or more digital pictures,” the “means for receiving or generating a first one or more instruction sets for operating the first device,” and the “means for learning the first one or more digital pictures correlated with the first one or more instruction sets for operating the first device” in claim 34 is “one or more processor circuits.” Pet. 4 (citing Ex. 1001, 16:8–60). Patent Owner does not dispute Petitioner’s proposed construction. PO Resp. 11. We adopt Petitioner’s proposed construction for purposes of this Decision. D. Anticipation of Claims 1–9, 11–24, 26, 28, 29, and 31–34 by Grotmol Petitioner argues that claims 1–9, 11–24, 26, 28, 29, and 31–34 are” slip op. at 10
Patent outcomesUS 11,055,583 mixedClaim construction§ 102 anticipationPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Dec 12, 2024 · IPR2023-01054 · APJ Russell E Cass · IPR · Final written decision
Claims 4 and 11 are unpatentable over Grotmol and Hickman; claims 5 and 7 are not shown unpatentable. Substitute claims 21 and 24–26 are unpatentable; claims 22 and 23 are not reached.
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, 3 Patent Owner does not present objective evidence of nonobviousness in this proceeding. would have [had] at least: (1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning. Pet. 4 (citing Ex. 1002 ¶¶ 40–42). Patent Owner adopts Petitioner’s definition of a person of ordinary skill in the art. PO Resp. 6. Considering the subject matter of the ’974 patent, the background 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 skill reflected in the specification of the ’974 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, except as noted above, we adopt Petitioner’s assessment” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“1. “connection” Claim 7 recites, in pertinent part, that “a first connection is generated” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMixed
“c) Conclusion—Claim 7 After consideration of the contentions and the evidence of record, we” slip op. at 52
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend granted in partGranted in part
“7 We recognize that our conclusion here differs from the preliminary determination made in our Preliminary Guidance. After considering the full trial record, including Patent Owner’s MTA Reply, Petitioner’s MTA Sur-reply, Patent Owner’s Sur-sur-reply, and the arguments made at the oral hearing, we find that Petitioner has satisfied its burden of showing that this claim limitation would have been obvious over the Grotmol-Hickman combination. When issuing our Preliminary Guidance, we emphasized that the views expressed therein were “preliminary,” “subject to change upon consideration of the complete record,” and “not binding on the Board when reaching a final written decision.” See Prelim. Guid. 3.” slip op. at 99
Patent outcomesUS 10,452,974 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,452,974 - Tesla, Inc. v. Autonomous Devices, LLCAll claims unpatentablePTAB · Dec 12, 2024 · IPR2023-01055 · APJ Barbara A Parvis · IPR · Final written decision
Claims 3, 6–8, and 10–18 are unpatentable; cancellation of claims 4, 5, and 9 is granted, and proposed substitute claims 21–29 are unpatentable.
RulingsFinal written decision- Expert testimonyOther
“Accordingly, we maintain our determination at the institution stage” slip op. at 11
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend granted in partGranted in part
“f) Conclusion—Proposed Substitute Claim 21 For the reasons given, we determine that Petitioner demonstrates by a” slip op. at 111
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“g) Conclusion—Disclaimed Claim 1 For the reasons given above and the reasons presented by Petitioner,” slip op. at 25
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable
“4. Claim 6 Claim 6 depends from claim 3 and recites the following:” slip op. at 73
Patent outcomesUS 11,238,344 unpatentable§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,238,344 - PTAB · Nov 26, 2024 · IPR2024-00932 · APJ Mary C Hoffman · IPR · Institution
The Board instituted IPR on all challenged claims, 1 and 4–20, and all asserted grounds, finding a reasonable likelihood of prevailing on obviousness over Prusik and over Prusik with Vaillant.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Based on the current record and for the reasons explained below, Petitioner has demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’818 patent. We institute this inter partes review.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“degree in computer science, electrical engineering, systems engineering, biomedical engineering (or a related or equivalent field), and two . . . years of experience researching, developing, designing and/or evaluating embedded systems, graphically encoded icons, or diagnostic systems that provide dynamic information,” and that “less or different education but more relevant practical experience, or vice versa, may also meet this standard.” Pet. 7. Petitioner also asserts that “[a] POSITA may be part of an interdisciplinary team with others having the relevant experience set forth above,” and that the prior art evidences the level of skill in the art. Id. (citing Ex. 1003 ¶¶ 16–21). Patent Owner did not file a Preliminary Response and thus does not currently dispute Petitioner’s level of ordinary skill in the art. For purposes of this Decision, we find Petitioner’s formulation sufficient at this stage, except that we need not decide at this stage whether a POSITA would have been “part of an interdisciplinary team with others having the relevant experience,” or who would have been part of such a team. With or without that provision, Petitioner’s proposal appears at this stage to be generally consistent with the technical background described in the ’818 patent, and with the prior art of record. See Ex. 1001, 1:31–2:43; see also 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 need for testimony is not shown” (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985))). To the extent that we may need to further characterize the level of ordinary skill, the parties may develop this issue at trial.” slip op. at 6
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Instituted
“Based on the teachings cited by Petitioner, discussed above, we preliminarily determine that Petitioner has sufficiently demonstrated that Prusik teaches or suggests each of the limitations 8pre–8e to an ordinarily skilled artisan. Thus, at this stage, we determine that Petitioner is reasonably likely to prevail in showing that claim 8 is unpatentable.” slip op. at 15
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundInstituted
“provide temperature exposure information to a user for product preservation purposes,6 and that a POSITA would have been motivated to combine Prusik with Vaillant’s marketing management system to systematically and automatically control a product whose preservation in a distribution circuit depends on the temperature. Pet 34–35 (citing Ex. 1006, 6:58–51; Ex. 1003 ¶ 174). For example, according to Petitioner, a POSITA would have been motivated to modify Prusik’s system with Vaillant “to prevent the sale of a 6 Petitioner indicates that Vaillant is cited on the face of the patent issued from Prusik (Ex. 1022). Pet. 34. product where the dynamic data in the two-dimensional barcode indicates that the product has been exposed to a temperature exceeding a predetermined threshold.” Pet. 36 (citing Ex. 1003 ¶ 177). Petitioner also contends that “applying a sale acceptance/rejection functionality to Prusik’s barcode reader is a mere application of a known method of product handling and processing to Prusik’s system to achieve the predictable result of preventing sale of products that have been exposed to hazardous or improper environmental conditions.” Pet. 35–36 (citing Ex. 1003 ¶ 176). Based on the forgoing, we determine that Petitioner has provided sufficient evidence and reasoning to demonstrate that the combination of Prusik and Vaillant would have rendered claim 1 obvious to an ordinarily skilled artisan. Thus, at this stage, we determine that Petitioner is reasonably likely to prevail in showing that claim 1 is unpatentable.” slip op. at 18
§ 103 obviousnesscites GrahamPatents in suitUS 11,392,818 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Oct 22, 2024 · IPR2024-00745 · APJ Russell E Cass · IPR · Institution
The Board instituted IPR of claims 45–47, 51, 56, 57, 59, 60, 68, and 69 on all asserted grounds, finding a reasonable likelihood of success on obviousness over Buibas and Sinyavskiy.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“determine whether to institute an inter partes review. An inter partes review may not be instituted unless it is determined that “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314 (2018); see also 37 C.F.R § 42.4(a) (2020) (“The Board institutes the trial on behalf of the Director.”). The reasonable likelihood standard is “a higher standard than mere notice pleading,” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). For the reasons provided below and based on the record before us, we determine that Petitioner has demonstrated a reasonable likelihood that it would prevail in showing the unpatentability of at least one of the challenged claims. Accordingly, we institute an inter partes review on all grounds set forth in the Petition.” slip op. at 2
- Skill levelSkill level board ownDecided for petitioner
“Considering the subject matter of the ’474 patent, the background 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 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, for purposes of this Decision, and based on the current record, except as noted above, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner states that, at this stage of the proceeding, “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 does not propose a claim construction at this stage of the proceeding. See Prelim. Resp. 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 10
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“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). In response, Patent Owner argues that Petitioner’s obviousness analysis is flawed because “there is no articulated reasoning regarding what specific element of claim 45 Buibas . . . does not disclose.” Prelim. Resp. 19–20. In other words, according to Patent Owner, Petitioner “failed to perform a proper obviousness analysis because Petitioner has failed to identify anything in the claims that Buibas lacks disclosure of for Ground 1A.” Id. at 20. Based on the present record, we determine that Petitioner has set forth sufficient reasoning to support a motivation to combine Buibas and Sinyavskiy for purposes of institution, as well as sufficient reasoning to support the conclusion that one of ordinary skill would have had a reasonable expectation of success in making the combination. We do not agree with Patent Owner’s argument that Petitioner’s obviousness analysis is flawed because it fails to identify what is lacking in Buibas’s disclosure. To the contrary, Petitioner explains that Buibas “broadly suggests” that its spiking neural networks “can be partitioned into modules for different tasks or behaviors” but “discloses little detail about the partitioning,” and that Sinyavskiy’s more detailed disclosure of partitioning spiking neural networks would fill in these details. See Pet. 12–13, 14–15, 24. Petitioner also relies on Sinyavskiy’s more detailed disclosures concerning partitioning the network to satisfy limitations [45.1] and [45.6]. Id. at 23–27, 35. Thus, Petitioner has sufficiently identified what is missing in Buibas (a detailed disclosure of partitioning spiking neural networks) and how that missing information is provided by Sinyavskiy (by disclosure of specific techniques for partitioning spiking networks).” slip op. at 13
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,663,474 - PTAB · Oct 11, 2024 · IPR2024-00730 · APJ John R Kenny · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 4, 5, 10, and 11 were anticipated or obvious over Lee or Zheng.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“The Petition, to justify institution of review, must demonstrate a reasonable likelihood that Petitioner would prevail with respect to at least one challenged claim. See 35 U.S.C. § 314(a) (2018). After considering the Petition, the Preliminary Response, and the evidence of record, we determine that the Petition has not met this standard. Therefore, we decline to institute an inter partes review.” slip op. at 2
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“capability to include one or both first CBs and second CBs within any one of the CBGs. Prelim. Resp. 9–10. The plain and ordinary meaning of the CB/CBG limitation, however, does not provide such a requirement. Instead, the plain and ordinary meaning of “each of the multiple CBs is included in any one of the multiple CBGs” simply requires that at least one CBG contain each CB. Although the description in the Specification of the configuration example of Figure 11(c) arguably describes the capacity of a system to include the first and second CBs in any one of CBGs, the Specification’s permissive language does not appear in the challenged claims. That description reads:” slip op. at 6
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“multiple CB/CBG limitation, we nevertheless find it necessary to construe the limitation. Upon review of the record, we construe the limitation as requiring that at least one CBG includes each of the multiple CBs. The plain meaning of “each of the multiple CBs is included in any one of the multiple CBGs” is that each CB is included in a CBG, which means that at least one CBG includes each of the multiple CBs. Further, the Specification supports construing the limitation to have this plain meaning. Figure 11 of the ’509 patent, shown below, provides a configuration example of CBGs (Ex. 1001, 23:7–8):” slip op. at 7
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“multiple CB/CBG limitation, we nevertheless find it necessary to construe the limitation. Upon review of the record, we construe the limitation as requiring that at least one CBG includes each of the multiple CBs. The plain meaning of “each of the multiple CBs is included in any one of the multiple CBGs” is that each CB is included in a CBG, which means that at least one CBG includes each of the multiple CBs. Further, the Specification supports construing the limitation to have this plain meaning. Figure 11 of the ’509 patent, shown below, provides a configuration example of CBGs (Ex. 1001, 23:7–8):” slip op. at 7
Claim construction§ 102 anticipation§ 103 obviousnessPatents in suitUS 11,196,509 - PTAB · Oct 10, 2024 · IPR2024-00644 · APJ Christopher L Ogden · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 5, 7, and 8 were unpatentable over R2-1702708, which was not shown to be a prior-art printed publication.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“§ 42.4(a), we may only institute an inter partes review when “the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a); see also 37 C.F.R. § 42.108(c) (2023). Applying that standard, we do not institute an inter partes review, for the reasons explained below.” slip op. at 2
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication not establishedNot shown unpatentable
“ground that could be raised under section 102 or 103 and only on the basis of prior art consisting of patents or printed publications.” 35 U.S.C. § 311(b). If the petition relies on an alleged printed publication, “at the institution stage, the petition must identify, with particularity, evidence sufficient to establish a reasonable likelihood that the reference was publicly accessible before the critical date of the challenged patent and therefore that there is a reasonable likelihood that it qualifies as a printed publication.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential).” slip op. at 9
§ 102 anticipationPatents in suitUS 11,134,400 - Quasar Science LLC v. Colt International Clothing, Inc. D/B/A Colt LedNo claims unpatentablePTAB · Oct 7, 2024 · IPR2023-00614 · APJ Zhenyu Yang · IPR · Final written decision
Claims 1–3, 6–18, 21–24, and 27–29 were not shown unpatentable under either § 103 ground because the evidence did not establish all limitations or a reason to combine the cited teachings.
RulingsFinal written decision- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Claim Construction In an inter partes review, we construe a claim term “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) (2020). Under that standard, the words of a claim “are generally given their ordinary and customary meaning,” which is “the meaning that the term would have to a person of ordinary skill in the art in question at the time of the invention, i.e., as of the effective filing date of the patent application.” Phillips v. AWH Corp., 415 F.3d 1303, 1312–13 (Fed. Cir. 2005) (en banc). The parties agree that, for purposes of this Decision, no claim term needs specific construction beyond its plain and ordinary meaning. Pet. 14; PO Resp. 10. Claim terms need only be construed to the extent necessary to resolve the controversy. Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011). On this record and for purposes of this Decision, we see no need to expressly construe any claim term.” slip op. at 8
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Here, Petitioner argues that a person of ordinary skill in the art (“POSITA”) would have had “at least a Bachelor of Science degree in electrical engineering, or a closely related field, along with at least two years of experience in the design of entertaining lighting systems, and the design and use of LEDs.” Pet. 14 (citing Ex. 1003 ¶ 32). Patent Owner argues that a POSITA would have had “2 to 4 years’ experience in electrical engineering/design of film and television lighting systems, including the design and use of LED lights, combined with two to three years of work experience as a set lighting technician in television and/or motion picture industry.” PO Resp. 9 (citing Ex. 2047 ¶¶ 16–17; Ex. 2100 ¶¶ 156–161). Patent Owner does not identify any specific instance in which the differences between the parties’ respective descriptions of the level of ordinary skill in the art impacts the analysis or conclusions of either party, or either party’s declarant, in this case. In fact, Patent Owner acknowledges that any differences between the parties’ respective descriptions do not impact the conclusions in this case. Id. (“Regardless of which definition of a POSITA is applied, the conclusion(s) would be the same.”). For purposes of this Decision, and to the extent necessary, we adopt Petitioner’s definition of a POSITA because it is consistent with the prior art’s demonstration of the skill level at the time of the invention.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“would have been obvious to combine the cited teachings of Kit and Katzir. Petitioner argues that “Katzir further discloses daylight and tungsten temperature ranges within the claimed temperature ranges.” Pet. 24 (citing Ex. 1006 ¶¶ 53, 54, Figs. 5A, 5B). Petitioner relies on the Holmes Declaration to show that “[a] POSITA would have been motivated to look to Katzir to design an LED array to be retrofit in a fluorescent tube.” Id. at 19 (citing Ex. 1003 ¶ 102). Mr. Holmes testifies that [b]oth Kit and Katzir teach using LEDs of various colors in a fluorescent tube form factor, like a T8 or T12 fluorescent tube. Katzir also discloses various LED array layouts that a POSITA would have a looked to when designing an LED tube lighting like that disclosed in Kit. A POSITA would have had strong motivation to look to Katzir to design an LED array to be retrofit in a fluorescent tube form factor. Ex. 1003 ¶ 102 (internal citations omitted). As discussed above, however, the cited passages of Kit describe a light with LEDs that produces a single, consistent temperature of warm white, commercial white, or cool white. Ex. 1004, 3:28–36, 22:9–25. Neither Petitioner nor Mr. Holmes sufficiently explains why a POSITA would have modified Kit to include Katzir’s particular layout that includes both cool white LEDs and warm white LEDs. See Pet. 19, 24; Ex. 1003 ¶ 102; In re Nuvasive, Inc., 842 F.3d 1376, 1382 (Fed. Cir. 2016) (instructing that we must articulate a reason why a POSITA would combine the prior art references). We identified the aforementioned deficiencies for this asserted challenge in the Decision on Institution. DI 21–23. Petitioner did not address those deficiencies in the Reply. See generally Reply; Tr. 6:16–7:10. Thus, based on the entire record developed at trial, and for the foregoing reasons, Petitioner has not shown that claim 1 would have been obvious over Kit, Ianiro, Ducharme, and Katzir.” slip op. at 13
- Expert testimonyPetitioner expert discountedOther
“Petitioner asserts that Mr. Holmes cited Hasnain’s heat dissipation techniques. Reply 10 (citing Ex. 1003 ¶ 490; Ex. 1049 ¶¶ 41–49). Paragraph 490 of Exhibit 1003 relates to Ducharme, not Hasnain, and thus, does not support Petitioner’s argument. Although paragraphs 41 to 49 of Exhibit 1049 span more than seven pages, other than the single citation in the Reply, Petitioner does not discuss any of the testimony presented therein. We, thus, do not consider this portion of the Holmes Supplemental Declaration. See 37 C.F.R. §§ 42.6(a)(3). Furthermore, we would not be persuaded by Mr. Holmes’ testimony even if we considered it. For example, Mr. Holmes testifies that Hasnain’s heat-dissipating structure “a variety of heat dissipating techniques are disclosed by Hasnain, any one of which could readily be used in a T12 form factor LED light, as expressly recognized by Hasnain.” Ex. 1049 ¶ 46. We disagree with Mr. Holmes that Hasnain teaches enclosing its heat-dissipating structure in a fluorescent light tube. Hasnain teaches “a replacement LED light source for fluorescent tube 22 [that] plug[s] into the same connectors and operate[s] from the voltage patterns generated by the ballasts.” Ex. 1008, 3:23–26. Hasnain also teaches that “the replacement LED light source has a plurality of LEDs mounted on a heat-dissipating substrate that has a width that is less than or equal to the diameter of the fluorescent tube that the light source is designed to replace.” Id. at 5:52–56. Thus, Hasnain teaches that its LED light fits into, and connects with, an existing structure that previously held a fluorescent light tube. Id. at 2:50–56, 3:23–26, 4:58–64, 5:52–56, Figs. 1A, 4. As discussed above, however, Hasnain’s heat-dissipating structure is not enclosed in a tubular housing in order to dissipate heat to the surrounding air or via thermal contact with the existing structure that a fluorescent light tube is inserted into. Id. at 2:50–56, 4:23–28, 4:51–64, Figs. 1A, 3, 4.” slip op. at 22
Patent outcomesUS 10,566,895 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,566,895
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.