- PTAB · Jan 14, 2025 · IPR2024-01091 · APJ Barbara A Benoit · IPR · Institution
The Board instituted IPR of claims 1, 27, 30, 32, 34, 59, 62, and 64 on all asserted grounds, finding a reasonable likelihood that at least one challenged claim is unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“d. Conclusion Regarding Asserted Obviousness over Kim In sum, for the reasons discussed above, Petitioner’s showing regarding claim 1 is sufficient for institution. Accordingly, having reviewed the Petition, Preliminary Response, and evidence cited therein, we determine that Petitioner has established a reasonable likelihood that Kim renders obvious claim 1. As such, Petitioner’s showing is sufficient to institute an inter partes review on all challenged claims on all asserted grounds. 37 C.F.R. § 42.108(a) (“When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.”); see SAS Inst. v. Iancu, 138 S. Ct. 1348, 1359–60 (2018). Notwithstanding, we address other claims and other grounds below, particularly in response to Patent Owner’s preliminary arguments.” slip op. at 29
- Skill levelSkill level petitioner adoptedDecided for petitioner
“asserts that a person of ordinary skill in the art “would have had at least a bachelor’s degree in computer science, computer engineering, electrical engineering, human-computer interaction, or a related field, and would have had at least two years of relevant work experience in the design and development of graphical user interfaces (GUIs), human-computer interfaces, or equivalents thereof.” Pet. 10 n.4 (citing Ex. 1003 ¶ 26); Ex. 1003 ¶ 26. Dr. Cockburn also indicates that “[l]ess work experience may be compensated by a higher level of education and vice versa.” Id. Patent Owner indicates it “does not necessarily agree with all aspects of Petitioner’s proposed level of ordinary skill, but does not believe that resolving that level is necessary to resolve the issues raised in this preliminary response.” Prelim. Resp. 4. Dr. Surati indicates that his opinions provided in his declaration in support of Patent Owner’s Preliminary Response are “provided from the perspective of the POSITA” proposed by Dr.Cockburn. Ex. 2001 ¶ 38 (citing Ex. 1003 ¶ 26). consistent with the prior art of record. Accordingly, we adopt Petitioner’s definition of the level of ordinary skill for purposes of this Decision.” slip op. at 9
- Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed petitioner constructionDecided for petitioner
“standards for finding lexicography in a specification are exacting. Hill-Rom Services, Inc. v. Stryker Corp., 755 F.3d 1367, 1371 (Fed. Cir. 2014). “To act as its own lexicographer, a patentee must clearly set forth a definition of the disputed claim term other than its plain and ordinary meaning and must clearly express an intent to redefine the term.” Id. (internal quotations omitted). As Patent Owner correctly notes, the specification states: In various embodiments, the contact pressure level may be represented by a touch state. In the context of the present description, a touch state refers to a predefined subset of the range of measurable contact pressures. For example, in one embodiment, contact pressure levels may be represented as one of four predefined touch states: no touch, light touch, medium touch, and heavy touch. Ex. 1001, 19:35–41; Prelim. Resp. 27 (quoting Ex. 1001, 19:35–41). Patent Owner, however, has not identified any words of manifest exclusion or restriction in that passage that indicate an intent to redefine the claim term. Rather than indicating the claims are to be restricted, the specification indicates how that the term “touch state” is to be understood in the descriptions presented in the specification. Ex. 1001, 19:36–37.” slip op. at 17
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“would have been obvious over Kim and Bowens to be sufficient for institution. Petitioner generally relies on Kim’s description as discussed above. Pet. 62–68. Specifically, in its combination, Petitioner relies on Kim’s hold event and scaling operation for Limitations [1.g and 1.h]. Pet. 64–67. Petitioner additionally relies on Bowen as providing details on recognizing and acting on specific gestures on a user interface. See, e.g., Pet. 55. Petitioner provides reasons one of ordinary skill would have combined the references in the manner proposed by Petitioner. See, e.g., Pet. 53–62. Petitioner also provides reasons one of ordinary skill would have reasonable expectation of success in combining the references in the manner proposed by Petitioner. Pet. 60–61.” slip op. at 30
Claim construction§ 103 obviousnesscites Phillips · KSRPatents in suitUS 10,936,114 - Netflix, Inc. v. VL Collective IP LLCAll claims unpatentablePTAB · Jan 7, 2025 · IPR2023-00891 · APJ Karl D Easthom · IPR · Final written decision
Claims 1–22 are unpatentable, including as anticipated by Comps; the majority finds Comps’s Tracks 1 and 3 example meets the claim limitations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“the prior art and supported by the testimony of Dr. Bederson. See Ex. 1003 ¶¶ 28–30. Dr. Goodrich testifies that “Dr. Bederson and Petitioner offer a slightly different definition of the POSITA, which is similar to my definition” and that his “opinions would not change were” he “to adopt the definition of POSITA offered by Petitioner.” Ex. 2011 ¶ 54. Accordingly, we adopt Petitioner’s proposal, which is materially the same as Patent Owner’s proposal for purposes of this Final Written Decision, as Dr. Goodrich testifies. 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 8
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownOther
“1. content-related data segments Claim 1 recites “content-related . . . data segments.” Patent Owner construes this phrase as “segments of content data that have a syntactical meaning within the respective data file.” PO Resp. 12. As Patent Owner notes, the ’794 patent specification states that “[t]he term ‘content-related’ is understood to mean that first and second data segments have a syntactical meaning within the respective data file, such as e.g. a plurality of succeeding second data segments represent the speech signal of a specific speaker within a dialog sequence.” Id. at 12–13 (quoting Ex. 1001, 4:9–22); Ex. 1001, 4:9–22 (second emphasis added). The ’794 specification supports Patent Owner’s position that the emphasized sentence essentially defines the term “content-related . . . data segments.” PO Resp. 13–15. However, as Petitioner argues, nothing in the sentence restricts “content-related data segments” to “content” only, for example, “sampled audio,” instead of also including information relating to the content. See Reply 3 (arguing that “the phrase ‘content data’ appears nowhere in the ’794 patent and was not part of the ‘inventors’ express lexicography’ for ‘content-related . . . data segments,’ as P[atent] O[wner] incorrectly contends”). Petitioner points out that Patent Owner’s reliance on the specification refers to “content-related . . . data segments” and “contentbased data segments.” Id. (emphasis by Petitioner) (quoting Ex. 1001, 4:9– 22). Petitioner also contends that the specification refers to describing data, contradicting Patent Owner’s position that the data segments must include content. Id. at 7 (“[A]ccording to at least one embodiment of the invention, media data, in particular video or audio data, and/or metadata, in particular encoded according to the XML standard, are described by way of the first and/or second data file.”) (emphasis by Petitioner) (quoting Ex. 1001, 3:4– 10). Moreover, as Petitioner argues, “the word ‘data’ should be given its plain and ordinary meaning,” so that “even if the [unrecited] phrase ‘content data’ is included in the Board’s construction . . . . the term ‘content data’ would include any information relating to the content.” Id. at 4. As noted above, both parties point to the specification’s definition of “content-related . . . data segments”: “The term ‘content-related’ is understood to mean that first and second data segments have a syntactical meaning within the respective data file, such as e.g. a plurality of succeeding second data segments represent the speech signal of a specific speaker within a dialog sequence.” Ex. 1001, 4:9–22. This passage indicates that data segments are content-related or include content, such as a “speech signal,” and that these segments “have a syntactical meaning” with respect to the source of the signal, such as a speaker. See Inst. Dec. 9 & n.8, 17 (observing that “[t]he term ‘content-related’ is somewhat subjective because there is not much guidance in the ’794 patent specification as to what a ‘syntactical meaning’ encompasses”). In context, one plain meaning of the term “syntax” is “[t]he way in which words are put together to form phrases and sentences.” Ex. 3002 (THE AMERICAN HERITAGE DICTIONARY OF THE ENGLISH LANGUAGE, 1305 (1976)). However, as indicated above, the ’794 patent refers to video images and audio sounds with a syntactical meaning, showing that it embraces broader subject matter than the plain meaning of “syntax.” Patent Owner’s argument that the ’794 patent refers to “content-” slip op. at 9
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“segments.’”). Comps supports Petitioner and states that “two syllables represented by the fields TEXT[1] and TEXT[2] must be presented to the user.” Ex. 1004, 3:39–40 (emphasis added). Accordingly, Petitioner persuasively maps each of these text fields to an “associated one of the content-related first data segments [Nf3 and Nf4, respectively] on the basis of an assignment rule [the SYNCH process],” as claim 1 requires.” slip op. at 34
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableUnpatentable
“1. Claim 6 Petitioner identifies particular passages in Comps and Wan as teaching or suggesting the subject matter additionally recited in claim 6 and provides reasons for combining the teachings. Pet. 50–51. The record supports Petitioner’s showing. See id. Patent Owner does not provide separate arguments for claim 6. See generally PO Resp. Based on the full record, we determine that Petitioner shows by a preponderance of evidence that Comps and Wan render claim 6 unpatentable. 2. Claims 7, 8, and 22 Claim 7 recites “[t]he method as claimed in claim 1, further” slip op. at 68
Patent outcomesUS 8,605,794 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,605,794 - Meta Platforms, Inc. / Instagram, Inc. et al. v. VL Collective IP LLCAll claims unpatentablePTAB · Dec 5, 2024 · IPR2023-00923 · APJ Jeffrey S Smith · IPR · Final written decision
Claims 1–28 are unpatentable as obvious over the asserted combinations of Handley, Basturk, and PacketCable; Judge McKone dissented over the printed-publication findings.
RulingsFinal written decision- Expert testimonyOther
“broadly, how skilled artisans in the cable industry in 1999 shared information, is not based on her expertise and should not be given any weight. See Daubert v. Merrell Dow Pharms., Inc., 509 U.S. 579, 592, (1993) (“Presumably, this relaxation [in FED. R. EVID. 702] of the usual requirement of firsthand knowledge—a rule which represents ‘a ‘most pervasive manifestation’ of the common law insistence upon ‘the most reliable sources of information,’ ’ is premised on an assumption that the expert’s opinion will have a reliable basis in the knowledge and experience of his discipline.” (internal citation omitted)); FED. R. EVID. 701 (“If a witness is not testifying as an expert, testimony in the form of an opinion is limited to one that is: (a) rationally based on the witness’s perception.”). I would find that Dr. Hall-Ellis’s opinions are not based either on her expertise or her perception; thus, I would give her opinions no weight. As to matters within her expertise, Dr. Hall-Ellis testified that she searched the Wayback Machine and library cataloging resources (e.g., WorldCat) for PacketCable and did not find it as of December 1, 1999. 25:19–26:8, 36:13–15. She further testified that she has no knowledge of whether or how PacketCable was cataloged, on CableLabs’ website or elsewhere. Id. at 50:5–13, 51:10–52:8. This testimony is credible, as it is within her expertise. Thus, I believe Dr. Hall-Ellis that no sources typically consulted by librarians cataloged or recorded PacketCable in 1999. When her expertise is considered, all Dr. Hall-Ellis has been able to establish is that there is no evidence that PacketCable was stored or cataloged, in 1999, in the places where a librarian was apt to look.” slip op. at 108
- Skill levelOther
“VI. CLAIM CONSTRUCTION We interpret claim terms using “the same claim construction standard” slip op. at 8
- Obviousness (§103) › Analogous artAnalogous artUnpatentable
“Conclusion for Reasons to Combine We agree with Petitioner that Basturk teaches generating signatures “on-the-fly” as transmission proceeds in order to avoid slowing down the regular flow of data. Pet. 11 (quoting Ex. 1006, 12). We agree with Petitioner that Handley’s RTP protocol used for video conferences would benefit from Basturk’s protocol for high speed networks in order to provide secure video conferences as taught by Basturk. Id. (citing Ex. 1006, 5; Ex. 1003 ¶ 66). We agree with Petitioner that a person of ordinary skill in the art would have used Basturk’s technique of computing signatures “on-the-fly” with Handley’s internet conferencing architecture to provide the known benefits of transmitting data faster, reducing jitter, and reducing computing power. Id. at 10 (citing Ex. 1003 ¶ 64). We agree with Petitioner that Handley describes the need for providing authentication in a multicast environment, and that Basturk addresses this need as well as provides a solution. Id. at 12–13 (citing Ex. 1005, 13; Ex. 1006, 3; Ex. 1003 ¶ 68). We agree with Petitioner that modifying Handley’s RTP transport protocol to include Basturk’s known authentication method of generating signatures “on-the-fly” while transmitting data is “the mere application of a known technique to a piece of prior art ready for improvement.” Id. at 13 (citing Ex. 1003 ¶ 70); KSR, 550 U.S. at 417. In addition, we find that Dr. Houh’s testimony supports Petitioner’s reasons to combine Handley and Basturk. As discussed above, we find Dr. Houh’s testimony more persuasive than Dr. Stubblebine’s testimony because Dr. Houh’s testimony is supported by and consistent with the disclosures of Basturk and Handley. Dr. Houh testifies that generating a signature “on-the-fly” as data is being transmitted provides the benefits of transmitting data faster, reducing jitter, reducing computing power, and reducing latency in a live transmission. Ex. 1003 ¶ 64. We agree with Dr. Houh and find that a person of ordinary skill in the art, faced with the need to provide a signature at the application layer in Handley’s multimedia conferencing architecture as taught by Handley (Ex. 1005, 2, 13) while minimizing latency as taught by both Handley (Ex. 1005, 13–14) and Basturk (Ex. 1006, 7, 12), would have computed the signature “on-the-fly” as taught by Basturk (Ex. 1006, 7, 12) at the application layer of Handley to yield the benefits of authenticating data while minimizing latency as taught by Basturk. Ex. 1003 ¶¶ 63–70. Dr. Houh testifies that a person of ordinary skill in the art, in order to” slip op. at 40
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedDecided for patent owner
“Handley, Ex. 1005, qualifies as a prior art printed publication. I also disagree that Petitioner has shown that PacketCable qualifies as a prior art printed publication. Thus, I would not find that Petitioner has shown, by a preponderance of the evidence, that any claim of the ’682 is unpatentable. Accordingly, I dissent.” slip op. at 92
Patent outcomesUS 7,266,682 unpatentable§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,266,682 - Meta Platforms, Inc. / Instagram, Inc. et al. v. VL Collective IP LLCSome claims unpatentablePTAB · Dec 5, 2024 · IPR2023-00924 · APJ Jeffrey S Smith · IPR · Final written decision
Claims 1–3, 5–7, 9–11, and 13–15 are unpatentable as obvious over Zhao; claims 4, 8, 12, and 16 are not shown unpatentable.
RulingsFinal written decision- BurdenFwd mixedMixed
“Decision is a final written decision under 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73 as to the patentability of claims 1–16 of the ’980 patent. We determine Petitioner has shown by a preponderance of the evidence that claims 1–3, 5–7, 9–11, and 13–15 are unpatentable, and Petitioner has not shown by a preponderance of evidence that claims 4, 8, 12, and 16 are unpatentable.” slip op. at 2
- Expert testimonyOther
“being present in another image or comparing that probability to a detection threshold.”). Dr. Saber was consistent with this testimony on cross-examination. Ex. 1051, 167–251. When I weigh the evidence, I find it to be one-sided, with all of the expert testimony weighing against Petitioner or avoiding the issue altogether. Thus, I would not find that Petitioner has met its burden to prove, by a preponderance of the evidence, that Zhao teaches claim limitation 1e. Moreover, even if the Majority is correct about how Zhao’s RCR algorithm works, all that shows is that the detection of object presence in a previous image can be used to disambiguate segments (e.g., limbs) of an already detected object (e.g., a person), not that it can be used to detect the object in the image in the first place, as required by the claim language. For this additional reason, I would not find that Petitioner has met its burden.” slip op. at 84
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable
“2. Reasons for Obviousness Based on Zhao On a limitation-by-limitation basis, Petitioner’s contentions of” slip op. at 25
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableUnpatentable
“2. Reasons for Obviousness Based on Zhao On a limitation-by-limitation basis, Petitioner’s contentions of “obviousness” are primarily assertions of how a POSITA would have understood Zhao’s disclosures. For example, with regard to claim 1, Petitioner repeatedly asserts how “a POSITA would have understood Zhao” (Pet. 13, 18, 21, 27) and for each limitation contends that Zhao “disclosed or at least rendered obvious” (or a variation thereof) the limitation (id. at 13– 15, 17–18, 21, 23, 25–27). We will, accordingly, address these “obviousness” contentions when addressing the respective limitations.” slip op. at 25
Patent outcomesUS 7,436,980 mixed§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,436,980 - General Motors LLC v. Edward H. NortrupAll claims unpatentablePTAB · Nov 22, 2024 · IPR2023-00994 · APJ Michelle N Wormmeester · IPR · Final written decision
Claims 1–31 are unpatentable, principally as obvious over Knockeart and Feldman, with dependent claims also held obvious over additional combinations.
RulingsFinal written decision- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“the proposed alternative configuration. See Intel Corp. v. PACT XPP Schweiz AG, 61 F.4th 1373, 1381 (Fed. Cir. 2023). Also, protecting the privacy of individuals provides further reason for combining Knockeart and Feldman. See In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006) (“[T]here must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.”).” slip op. at 32
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable
“preponderance of the evidence that claims 1–7, 9, 10, 12–21, 25, 26, 29, and 31 would have been obvious over Knockeart and Feldman, that claims 7 and 8 would have been obvious over Knockeart, Feldman, and Simske, that claims 10, 11, and 30 would have been obvious over Knockeart, Feldman, and Whitsell, that claims 22–24 would have been obvious over Knockeart, Feldman, and Boies, and that claims 27 and 28 would have been obvious over Knockeart, Feldman, and Peterson. See supra Parts III.B–III.F. Because these five asserted challenges are dispositive as to all the challenged claims, namely, claims 1–31, we need not reach either the asserted challenge based on Knockeart, Feldman, Boies, and Peterson, or the asserted challenge based on Knockeart, Feldman, and Craine with respect to any of these claims. See SAS Inst. Inc. v. Iancu, 138 S. Ct. 1348, 1359 (2018) (holding that a petitioner “is entitled to a final written decision addressing all of the claims it has challenged”); Bos. Sci. Scimed, Inc. v. Cook Grp. Inc., 809 F. App’x 984, 990 (Fed. Cir. 2020) (nonprecedential) (recognizing that the “Board need not address issues that are not necessary to the resolution of the proceeding” and agreeing that the Board has “discretion to decline to decide additional instituted grounds once the petitioner has prevailed on all its challenged claims”). Accordingly, we do not reach Petitioner’s arguments that claim 14 would have been obvious over Knockeart, Feldman, Boies, and” slip op. at 80
Patent outcomesUS 10,444,028 unpatentable§ 103 obviousnesscites Phillips · KSRPatents in suitUS 10,444,028 - Lenovo (United States) Inc. / Motorola Mobility LLC v. Theta IP, LLCNo claims unpatentablePTAB · Oct 16, 2024 · IPR2023-00697 · APJ Barbara A Benoit · IPR · Final written decision
Claims 1, 3, 4, and 8 were not proven unpatentable: Rauhala does not disclose the required simultaneous signal-strength determinations, and Masaaki does not cure the deficiency for claim 4.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Following institution, Patent Owner maintained the same level of ordinary skill proposed in its preliminary response and did not address our discussion of the level of ordinary skill in the art in the Institution Decision. PO Resp. 24–25; see also Prelim. Resp. 24. For the reasons discussed in the Institution Decision, we adopt and apply for this Decision the level of ordinary skill articulated by Petitioner and used previously in our Institution Decision. See Dec. 8–10. In light of our review of the complete record, we find that this formulation is consistent with the ’825 patent, the prior art of record, and is supported by the testimony of Dr. Baker. See Ex. 1002 ¶¶ 27– 31. Our decision would not change, however, if we had applied Patent Owner’s proposed level of ordinary skill.” slip op. at 12
- 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 the desired signal and interferer signal must be received at the same time. The plain language of the claim requires the wireless transceiver to “receiv[e] a wireless signal having a desired signal and an interferer signal,” the determining of a signal strength of the interferer signal and the determining of a signal strength of the desired signal must be performed at the same time; otherwise, the determinations of signal strengths would not be of the same wireless signal. The specification supports this understanding. “When a receiver is actively receiving a desired signal, each block in the signal path has at its input the desired signal as well as noise and possibly interfering signals.” Ex. 1001, 5:20–22; see also id. at 5:31–33 (“FIGS. 2A and 2B illustrate examples of desired signals, interferers, and noise that may be received by one of the various circuits in a” slip op. at 21
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner that Rauhala does not state that the signal strengths are measured simultaneously or at the same time. Indeed, as discussed above, Rauhala indicates unequivocally in the same paragraph the opposite—that detector DET provides to control unit 42 “an indication about either the receive channel signal strength RSS or the strength of any signal on the reception band.” Ex. 1004 ¶ 17. Rauhala describes that “control unit 42 provides two one-bit control signals cA and cM” based on indications received from detector DET. Id. Importantly, Rauhala indicates that “at the same time as” describes how the control unit 42 uses the received inputs RSS and RSSn shown in Figure 4, which are described earlier in paragraph 17 as indications of either RSS or RSSn from detector DET. Id. (“Signal cA is 0 when signal RSS is greater than S4 and signal RSSn is at the 11 Dr. Baker’s reply declaration correctly quotes Rauhala paragraph 17 but cites to paragraph 18. We deem this harmless error. same time smaller than Sn. . . . Signal cM is 1 when signal RSS is not greater than S4 and signal RSSn is at the same time at least Sn. Otherwise, signal cM is 0.”). The burden remains on Petitioner to demonstrate by a preponderance of the evidence that Rauhala discloses the disputed limitations as arranged or combined in the claim. Petitioner does not persuasively reconcile these “either/or” statements regarding the functioning of detector DET with the “at the same time as” statements regarding control signals output by control unit 42 in paragraph 17. We do not find persuasive Petitioner counsel’s position expressed at the hearing that Rauhala’s “either/or” statements are “simply an imprecise description” (Tr. 16:22–24). We do not see a lack of precision in Rauhala’s “either/or” statements.” slip op. at 30
- Expert testimonyPetitioner expert discountedPatent owner expert creditedDecided for patent owner
“When asked at his deposition to explain Rauhala’s use of the word “or” regarding the functioning of detector DET, Dr. Baker asserted that “[detectors] can be designed to determine RSS or RSSn.” Ex. 2016, 85:5– 12. We find Dr. Baker’s testimony that “it’s reasonable that if you can design . . . the detector to detect one or the other, you can also design it to detect both” to be without factual support. Id. at 85:13–16. He points to no textbook or other independent evidence to support that would have led one of ordinary skill to design such a detector or to support that one of ordinary skill would have understood Rauhala’s detector to be so designed. Furthermore, Dr. Baker recognizes that “Rauhala doesn’t teach the details of what’s in the detector.” Id. at 91:6–7. We give little weight to Dr. Baker’s unsupported testimony that one could design a detector to detect both RSS and RSSn from the same wireless signal. See 37 C.F.R. 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”); see also Xerox Corp. v. Bytemark, Inc., No. IPR2022-00624, 2022 WL 3648989, at *6 (PTAB 2022) (precedential) (Director affirming because “the cited declaration testimony is conclusory and unsupported, adds little to the conclusory assertion for which it is offered to support, and is entitled to little weight”).” slip op. at 31
Patent outcomesUS 10,129,825 not shown unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,129,825 - Lenovo (United States) Inc. / Motorola Mobility LLC v. Theta IP, LLCNo claims unpatentablePTAB · Oct 16, 2024 · IPR2023-00698 · APJ Thomas L Giannetti · IPR · Final written decision
Claims 7–11, 13, and 19–21 were not shown unpatentable because Rauhala does not disclose simultaneous desired and interferer signal-strength determinations, defeating anticipation and the obviousness combination.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“The two proposals are materially similar in the education requirement, but differ marginally in professional experience required (three versus five years). See supra. While we were persuaded, on the preliminary record, that both Petitioner’s and Patent Owner’s proposals were consistent with the problems and solutions in the ’202 patent and the prior art of record, on balance, we determined that Petitioner’s proposal was a better reflection of the level of skill in the prior art, and we therefore adopted it for our Institution Decision. See Institution Dec. 12–13. For this Decision, we adopt the description of the person of ordinary skill articulated by Petitioner and used previously in our Institution Decision. In light of our review of the complete record, we find that this formulation is consistent with the ’202 patent, the prior art of record, and is supported by the testimony of Dr. Baker. See Baker I Decl. ¶¶ 28–32. Our Decision would not change, however, if we had applied Patent Owner’s proposed level of ordinary skill.” slip op. at 12
- Expert testimonyPetitioner expert discountedDecided for patent owner
“85:13–16. He admits that “Rauhala doesn’t teach the details of what’s in the detector.” Id. at 91:6–7. He points to no textbook or other independent evidence that would have led a person of ordinary skill to design such a detector. Our Trial Practice Guide cautions against crediting such unsupported testimony: The Board has broad discretion to assign weight to be accorded expert testimony. Yorkey v. Diab, 601 F.3d 1279, 1284 (Fed. Cir. 2010). However, the testimony must be based on sufficient facts and data. Fed. R. Evid. 702(b). “Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.” 37 C.F.R. § 42.65(a). Patent Trial and Appeal Board Consolidated Trial Practice Guide 35 (Nov. 2019).7 We therefore give Dr, Baker’s unsupported testimony on this issue little weight.” slip op. at 24
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We construe claim terms only as relevant to the parties’ contentions and only to the extent necessary to resolve the issues in dispute. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999); Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017). Having considered the positions of the parties, we find that for the purpose of this decision, we do not need to construe these terms to resolve a dispute.” slip op. at 9
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“requirement.” Pet. Reply 5. We do not agree with Petitioner. We find that the language of the claims supports Patent Owner’s argument that the desired signal and the interferer signal are received together. As discussed infra, claim limitations 7.7 and 7.8 recite determining a signal strength of the interferer signal and determining a signal strength of the desired signal. These determinations must be performed at the same time; otherwise, the determinations of signal strengths would not be of the same wireless signal. See Larson II Decl. ¶ 70; Baker II Decl. ¶¶ 48–49 (explaining that consideration of signal strengths detected at the same time would be “essential”). The specification of the ’202 patent further supports this finding: “When a receiver is actively receiving a desired signal, each block in the signal path has at its input the desired signal as well as noise and possibly interfering signals.” Ex. 1001, 5:22–24; see also Figs. 2A, 2B (showing interferer signals and desired signals together).” slip op. at 17
Patent outcomesUS 10,524,202 not shown unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites GrahamPatents in suitUS 10,524,202 - Netflix, Inc. v. Videolabs, Inc.All claims unpatentablePTAB · Oct 2, 2024 · IPR2023-00628 · APJ Jeffrey S Smith · IPR · Final written decision
Claims 1–14 are unpatentable: claims 1–4 and 8–11 as anticipated by Mehta, and claims 1–14 as obvious over Mehta and Schläpfer.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“The level of ordinary skill in the art usually is evidenced by the references themselves. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978). As Petitioner’s description of a person of ordinary skill appears commensurate with the subject matter before us, we apply Petitioner’s definition for purposes of this Decision.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We construe only those claim terms that require analysis to resolve the controversy. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (holding that “only those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy”). Any special definition for a claim term must be set forth in the specification with reasonable clarity, deliberateness, and precision. In re Paulsen, 30 F.3d 1475, 1480 (Fed. Cir. 1994). Petitioner and Patent Owner agree that no claim terms require specific construction to resolve the unpatentability issues presented in the Petition. Pet. 23; PO Resp. 10–11. We agree and do not construe any terms.” slip op. at 9
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“Analysis We agree with Petitioner. Mehta discloses storing “functionally equivalent programs having the same name that are capable of running on multiple kinds of devices that even may be written using different languages.” Ex. 1003 ¶ 98. Mr. Wechselberger testifies that this disclosure shows that Mehta’s “MAS receives, stores and supports functionally equivalent programs capable of running on multiple devices because each program corresponds to a different device having different device capabilities (e.g., written using different languages).” Ex. 1002 ¶ 66. This testimony is consistent with that of Dr. Goodrich, who testifies that “each application has a single version made for a particular device type.” Ex. 2020 ¶ 66. Dr. Goodrich later testifies that paragraph 98 of Mehta describes that there could be two functionally equivalent programs with the same name that are compatible with a single user’s computer. Id. at ¶ 88; see PO Resp. 31–32 (citing Ex. 2020 ¶¶ 87–88). We do not credit this later testimony, because it is inconsistent with Dr. Goodrich’s earlier testimony that “each application,” or program of Mehta, is “made for a particular device type.” Ex. 2020 ¶ 66. We agree with Mr. Wechselberger and find that a person of ordinary skill in the art at the time of invention would have understood that Mehta’s disclosure of functionally equivalent programs having the same name that are capable of running on multiple kinds of devices means that each program corresponds to a different device having different capabilities. Further, Mehta discloses that “the MAS only lists those applications that are supported by the subscriber’s device. This allows the subscriber to avoid the problem of having to explicitly select a compatible application.” Ex. 1003 ¶ 117; see Pet. 36–37 (citing Ex. 1002 ¶¶ 75, 77). Mr. Wechselberger testifies that a person of ordinary skill in the art at the time of invention would have understood this disclosure to mean that the MAS provides the subscriber with only a single subscriber-appropriate version that will work for the subscriber. Ex. 1002 ¶ 77. Although Patent Owner contends that Mehta is silent on whether only a single description would be provided if there were multiple implementations (PO Sur-Reply 10–11), we agree with Mr. Wechselberger and find that when multiple implementations have the same name, each implementation corresponds to a different device, and therefore, the MAS would only present to the subscriber the one implementation that works with the subscriber’s device. Ex. 1002 ¶¶ 66, 75, 77.” slip op. at 28
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“piece of content, while the versions of Microsoft Word for Windows and Microsoft Word for Apple Macs are different implementations.” Ex. 2020 ¶ 39. Dr. Goodrich, in his deposition, when asked if “one of ordinary skill in the art at the time of the ’790 patent would also understand that Microsoft Word for Windows and Microsoft Word for Mac are also functionally equivalent, correct?” answered “Yes . . . . But they would be even stronger than simply functionally equivalent. They would be different implementations of the same product.” Ex. 1029, 43:14–24. However, later in his deposition, Dr. Goodrich testifies that Microsoft Word for Windows and Microsoft Word for Apple Mac are separate applications, not different implementations of the same application. Ex. 1029, 48:1–20. We disagree with this later testimony. Neither Dr. Goodrich nor Patent Owner persuasively explains why Dr. Goodrich changed his unambiguous position from both his declaration and his earlier deposition testimony. For example, Dr. Goodrich testifies in his deposition that “for the Lion King example, a .MP3 and a .MOV are different implementations of the same product. They’re also functionally equivalent, but functionally equivalent is broader.” Ex. 1029, 45:7–11. Dr. Goodrich continues, “when Mehta is disclosing functionally equivalent, it is not referring to it as different implementations of the same product. Instead, it’s [describing] how to disambiguate [applications] not clustered in terms of implementations . . . based on other metadata.” Id. at 45:14–21. This explanation is unpersuasive because it is inconsistent with Dr. Goodrich’s declaration testimony, in which Dr. Goodrich explicitly testifies that the different versions of Lion King, as well as the different versions of Microsoft Word, are different implementations of the same product. Ex. 2020 ¶ 39. Specifically, in his declaration, Dr. Goodrich testifies that the “various versions of Lion King (such as an .mp3 file or an .mov file) are the implementations of the Lion King. For another example, . . . the versions of Microsoft Word for Windows and Microsoft Word for Apple Macs are different implementations.” Ex. 2020 ¶ 39. Dr. Goodrich testifies again that “Microsoft Word for Windows and Microsoft Word for Apple Macs” are “multiple implementations of an individual item of digital content.” Ex. 2020 ¶ 70. Further, the reason given in the explanation in his deposition, that Mehta needs to disambiguate applications that are not clustered in terms of implementations based on other metadata, would also apply to the different versions of Lion King, yet Dr. Goodrich consistently testifies that these different versions are different implementations, both in his declaration and in his deposition. Id.; Ex. 1029, 45:7–10. Petitioner contends, and we agree, that the inconsistent testimony of Dr. Goodrich appears to be an attempt to cure Patent Owner’s and Dr. Goodrich’s incomplete analysis of Mehta’s disclosure. See Reply 7–8. In particular, the Petition quotes Mehta’s disclosure that the MAS stores “functionally equivalent programs having the same name that are capable of running on multiple kinds of devices that even may be written using different languages.” Pet. 28 (quoting Ex. 1003 ¶ 98). Dr. Goodrich addresses this disclosure by explaining that two applications, such as Microsoft Word and Apple Pages, are functionally equivalent but are two different applications, not multiple implementations of a single application. Ex. 2020 ¶ 70. In this analysis, Dr. Goodrich does not address the full disclosure of Mehta, which describes that the “functionally equivalent programs hav[e] the same name” (Ex. 1003 ¶ 98), such as Dr. Goodrich’s example of Microsoft Word for Windows and Microsoft Word for Apple Macs. See id. Thus, although Dr. Goodrich is correct in testifying that some functionally equivalent programs, such as Microsoft Word and Apple Pages, are not different implementations of an item of digital content, he is also correct in testifying that “Microsoft Word for Windows and Microsoft Word for Apple Macs” are “multiple implementations of an individual item of digital content.” Id. Yet Dr. Goodrich does not identify any difference between the multiple implementations of Microsoft Word and the functionally equivalent programs having the same name as described by Mehta.” slip op. at 18
Patent outcomesUS 7,233,790 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,233,790 - Netflix, Inc. v. VL Collective IP LLCAll claims unpatentablePTAB · Oct 2, 2024 · IPR2023-00630 · APJ Jeffrey S Smith · IPR · Final written decision
Claims 1–24 are unpatentable: claims 1, 2, 4, 7, 8, 10, 13, 14, 16, 19, 20, and 22 are anticipated by Cassin; all claims are also obvious over Cassin and Huston and over Huston.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“The level of ordinary skill in the art usually is evidenced by the references themselves. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978). As Petitioner’s description of a person of ordinary skill appears commensurate with the subject matter before us, we apply Petitioner’s definition for purposes of this Decision.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We construe only those claim terms that require analysis to resolve the controversy. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (holding that “only those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy”). Any special definition for a claim term must be set forth in the specification with reasonable clarity, deliberateness, and precision. In re Paulsen, 30 F.3d 1475, 1480 (Fed. Cir. 1994). Petitioner contends that “no claim terms require specific construction to resolve the unpatentability issues presented” in the Petition. Pet. 15–16. Similarly, Patent Owner contends that “no express construction of any term is required.” PO Resp. 18. For purposes of this decision, we do not construe any claim terms.” slip op. at 8
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“is included in the indication. See PO Resp. 40. However, the ’559 patent does not describe what is included in the claimed “listing.” Rather, throughout the disclosure of the ’559 patent, the phrase “the listing of one or more pieces of content stored in memory” or a variation thereof is repeated without any further elaboration. Ex. 1001, 3:13–15, 3:26–36, 12:22–26, 12:50–52, 13:29–30. For example, the Specification does not disclose that the listing of one piece of content includes the title of the piece of content, nor an identification number of the piece of content, nor any other information about the piece of content. The disclosed listing is no more than an item of information that indicates that a specific piece of content is stored in the memory of the terminal. Therefore, the plain and ordinary meaning of the claim term “a listing of one . . . piece[] of content stored in the memory,” read in light of the Specification of the ’559 patent, encompasses an item of information that indicates that a specific piece of content is stored in the memory of the terminal. We agree with Petitioner and find that Cassin’s indication that the client currently has the media content item describes an item of information that indicates that a piece of content is stored in the memory of the terminal. Therefore, Cassin’s indication that the client currently has the media item describes “a listing of one . . . piece[] of content stored in the memory” as claimed.” slip op. at 33
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“Analysis We agree with Petitioner and find that Cassin’s offer to download an item describes “a response . . . that instructs the terminal to perform one or more actions” as claimed. Reply 11 (citing Pet. 25–26), 13–14. Cassin discloses that the server uses the user information received from the client to query a database in the server for a list of content to which the user is entitled. Ex. 1004 ¶¶ 162, 164. Cassin discloses that the server offers an item from the list to the client for downloading. Id. ¶ 163 (The server offers every item on the list), ¶ 164 (The server attempts to send an item on the list). Cassin discloses that the client checks to see if it already has the item. Id. ¶¶ 163, 164. If the client has the item, the client refuses the download offer. Id. If the client does not have the item, the client accepts the download of the item and stores the item in its content repository. Id. Thus, the client responds to the offer to download an item from the server by (a) checking to see if it has the offered item, and (b) either refusing the download if the client has the item or accepting the download if the client does not have the item. Therefore, we agree with Petitioner and find that “when the server offers a media item for the client to download, the server is ‘instructing the terminal to perform one or more actions to thereby control the flow of content.’” Reply 11 (citing Pet. 25–26). We agree with Petitioner that in response to the server’s offer, “the client will either ‘refuse the download’ (if it has the content) or ‘accepts the download of the media content item from the server and stores the media content in the local content repository’ (if the client does not have the content).” Id. (citing Ex. 1004 ¶ 163). We agree with Petitioner and find that by checking to see if it has the item, and “by refusing or accepting the download offer, the client is doing ‘something to control the flow of content’ in response to the server’s instruction.” Id. (quoting PO Resp. 23). We disagree with Patent Owner’s contentions to the contrary. In particular, we disagree with Patent Owner’s contention that the server’s offer “has not instructed the client to do anything—the client takes action based on other factors (whether or not it already has the media content item).” PO Sur-Reply 3; see PO Resp. 31–32; Ex. 2002 ¶¶ 91–93. We find that the client performs the actions of checking to see if it already has the item and, depending on whether it has the item, either accepting or refusing the offer, in response to receiving the offer from the server. Ex. 1004 ¶¶ 163, 164; Ex. 1003 ¶¶ 72–75. Thus, we agree with Petitioner that the server’s offer instructs the client to (a) determine whether the client has the item and (b) depending on whether the client has the item, either accept or refuse the offer, which describes “instructing the terminal to perform one or more actions to thereby control the flow of content” as claimed. We further find that, because the offered item is from the server’s list which was determined using information from the user and information from the server’s database, the offer to download the item describes “a response to the content status . . . based upon the terminal status information and the server status information” as recited in claim 1.” slip op. at 26
Patent outcomesUS 7,440,559 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,440,559 - Apple Inc. / Amazon Web Services, Inc. et al. v. Zentian LimitedNo claims unpatentablePTAB · Jun 11, 2024 · IPR2023-01197 · APJ Jeffrey S Smith · IPR · Final written decision
Claims 1–8 were not shown unpatentable because the Petition did not explain how the Jiang and Chen combination met limitations 1(d) and 1(e), or establish motivation to combine.
RulingsFinal written decision- BurdenNot shown unpatentable
“algorithm on Chen’s plurality of clusters of processors, the Petition contends that Jiang alone teaches limitations 1(d) and 1(e) in disclosing assigning an initial score to each of the initial nodes of a prefix tree, then using these initial scores to determine, via pruning, whether to continue processing branches connected to the nodes. Pet. 38 (citing Ex. 1004, 8–64); see id. at 31–44. We agree with Patent Owner that the Petition does not explain how Jiang’s pruning would be implemented in Chen’s multiple clusters of processors to generate an initial score for an audio sample, and to use the initial score “to determine whether to continue processing” as required by limitations 1(d) and 1(e). In contending that Jiang alone teaches limitations 1(d) and 1(e), the Petition quotes from Jiang’s description of its pruning technique: scores assigned to that node with the largest score on any of the other nodes corresponding to the frame being considered. If the score at a particular node is sufficiently low compared to the maximum score for other corresponding nodes in tree 77, it is assumed that the branches leading to the node under consideration (the node with the lower score) will not likely be part of the completed most likely phoneme sequence (i.e., the phonemes in that sequence will not likely be part of the final word recognized by the system). Thus, that branch is dropped (or pruned) from tree 77 and is no longer considered in further processing. Pet. 38–39 (quoting Ex. 1004, 8:52–64) (emphasis in original). Petitioner concludes that “[p]er Mr. Schmandt, Jiang thus teaches an initial score . . . used to determine whether to continue processing to determine a final score . . . . Dec., 90–91. As such, Jiang teaches claim 1(e).” Pet. 43–44. The Petition explains how Jiang’s pruning algorithm generates an initial score and uses the initial score to prune, or “determine whether to continue processing” as recited in claim 1, but does not explain how Jiang’s pruning algorithm would be implemented on Chen’s four clusters of processors shown in Figure 4, as required by the Petition. That is, the Petition does not explain how each of the processors in the four clusters of Chen, after generating a score for one of the initial nodes, would compare the score with the maximum score of all corresponding initial nodes in tree 77. In fact, the Petition, in relying on Jiang alone to teach this limitation, does not even contend that Jiang’s pruning technique would be performed by any of Chen’s clusters of processors, let alone explain how pruning would have been performed by Chen’s parallel processing computer system.” slip op. at 20
- Strike new argumentNew argument disregardedDecided for patent owner
“Patent Owner contends that Petitioner’s Reply theory was not set forth in the Petition, and is therefore untimely. PO Sur-Reply 4. We agree with Patent Owner. The Petition relies on Jiang alone to teach limitations 1(d) and 1(e), as discussed above. Petitioner’s contention that Jiang’s algorithm would have been replicated across Chen’s processors for performing limitations 1(d) and 1(e) is not found in the Petition. Rather, as discussed above, the Petition describes how Jiang’s algorithm would have been replicated for performing limitations 1(a), 1(b), and 1(c). Petitioner’s new theory in Reply is untimely. A “[p]etitioner may not submit new evidence or argument in reply that it could have presented earlier, e.g., to make out a prima facie case of unpatentability.” Patent Trial and Appeal Board Consolidated Trial Practice Guide (Nov. 2019) 73;2 see also Intelligent Bio- 2 Available at www.uspto.gov/TrialPracticeGuideConsolidated. 2016) (holding that the Board did not err in refusing the reply brief as improper under 37 C.F.R. § 42.23(b) because petitioner relied on an entirely new rationale to explain why one of skill in the art would have combined the references at issue); 37 C.F.R. § 42.23(b); Apple Inc. v. e-Watch, Inc., IPR2015-00412, Paper 50, 44 (PTAB May 6, 2016) (“‘Respond,’ in the context of 37 C.F.R. § 42.23(b), does not mean embark in a new direction with a new approach as compared to the position originally taken in the Petition. Accepting such belatedly presented new arguments would be unjust to the Patent Owner and we decline to do so.”). Petitioner contends that Mr. Schmandt explained during his deposition that, even though paragraphs 83–87 of his Declaration do not mention Chen, other parts of his Declaration explain how the combination of Jiang and Chen would have operated. Reply 2 (citing Ex. 2017, 44:2–11, 45:10– 46:10, 71:6–23, 73:12–17, 79:11–23, 81:8–22, 83:15–18, 86:25–87:23, 93:7–94:10, 94:16–23, 95:19–96:10, 97:8–17, 99:17–102:12). We disagree. During his deposition, Mr. Schmandt did not identify where his Declaration explains how the combination of Jiang and Chen teaches the limitations of claim 1(d) and 1(e). Neither Petitioner nor Mr. Schmandt identifies any paragraph of Mr. Schmandt’s Declaration that explains how the processors in Chen’s cluster of processors would have performed Jiang’s pruning technique in order to meet limitations 1(d) and 1(e). Rather, both the Petition and Mr. Schmandt’s Declaration rely on Jiang alone to teach limitations 1(d) and 1(e). See Pet. 38–44; Ex. 1003 ¶¶ 84–91; Ex. 2017, 68:17–25, 79:11–23, 81:8–22, 83:10–18.” slip op. at 23
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“We disagree with Petitioner’s contention that to perform speech recognition, the processors in each cluster would not need to access the memories of the other clusters. See Reply 26. Petitioner’s contention is inconsistent with Petitioner’s contention that “[o]nce the cumulative probability score is calculated, inter-cluster processing of the results for each tree search would be communicated.” Reply 4; see id. at 16. Petitioner’s contention is inconsistent with the intrinsic evidence, which discloses that parallel implementation of a search algorithm for speech recognition requires a significant amount of communication and synchronization. Ex. 1001, 1:47–52. Petitioner’s contention is inconsistent with Mr. Schmandt’s testimony that if we’re going to be doing pruning based on thresholds, then we have to know the scores that we got on each of the trees, so I think that’s a safe assumption, that that’s in there. So when each of the processors has performed its task on its set of trees, it can produce a set of numbers, and looking at the numbers across all of the processors, across all of the results, we can choose a pruning threshold just like Jiang chooses a pruning threshold after it performs all these operations in serial as opposed to parallel. inconsistent with Jiang’s teaching that pruning is performed by comparing a score at a particular node to the maximum score for other corresponding nodes in the prefix tree. Ex. 1004, 8:55–64. We rely on Dr. Anderson’s testimony, that a parallel implementation of Jiang’s algorithm “requires extensive communication between computational components” and that “all four memories 104(a)-(d) would contain necessary information” to perform limitations 1(d) and 1(e), in finding that performing Jiang’s algorithm using Chen’s clusters of processors would have required the processors to access data in all of the cluster memories 104a-d in order to determine the scores of the corresponding nodes of the tree. Ex. 2020 ¶¶ 29, 51. We disagree with Petitioner’s contention that performing Jiang’s algorithm using the processors of Chen would have resulted in the benefit of an increase in speed. Pet. 10. We credit Dr. Anderson’s testimony that Mr. Schmandt’s assumptions that the clustered processor and memory arrangement of Chen would have necessarily improved the speed and power of Jiang’s speech recognition are incorrect. Ex. 2020 ¶¶ 35 (citing Ex. 1003 ¶¶ 67, 74), 36 (citing Ex. 2021, 11). Petitioner contends that Dr. Anderson’s testimony is conclusory and that Patent Owner does not provide evidence other than Mathew I to support its contention that the combination would have a high synchronization overhead. Reply 20–21. We disagree, and find that Dr. Anderson’s testimony is sufficiently supported by evidence, including Jiang, Chen, and Mr. Schmandt’s Declaration. For example, Dr. Anderson testifies that the Viterbi algorithm compares most likely outcomes from the previous frame. Ex. 2020 ¶ 29 (citing Ex. 1004, 1:19–39, 2:1–26). Dr. Anderson testifies that to perform these comparisons requires extensive communication between computational components that can have a drastic impact on system performance. Id. ¶¶ 29, 43. Dr. Anderson testifies that as a result, performing Viterbi decoding when the information needed may be in a cluster that is not directly accessible, as in Chen, is not likely to be successful in a practical speech recognition system. Id. (citing Ex. 1003 ¶ 95; Ex. 1005, 9:10–39); see id. ¶ 43. Thus, Dr. Anderson further supports his testimony with citations to Jiang, Chen, and Mr. Schmandt’s Declaration. In addition, Mr. Schmandt does not support with objective evidence his testimony that using Chen’s clusters of processors would have increased the computing power for implementing Jiang’s speech recognition techniques to desirably result in improved processing speed and power. See Ex. 1003 ¶¶ 67, 74. Although Mr. Schmandt mentions Hon (Ex. 1006), Tremblay (Ex. 1027), Erman (Ex. 1025), Wulf (Ex. 1024), Garde (Ex. 1028), and Deo (Ex. 1026) in his testimony, Mr. Schmandt does not persuasively explain how these background references would have taught a person of ordinary skill in the art that Chen’s parallel processing computer system, which includes an extended shared memory model and a distributed memory model, would have increased the speed of Jiang’s speech recognition algorithm over Jiang’s shared memory model.” slip op. at 31
Patent outcomesUS 10,971,140 not shown unpatentable§ 103 obviousnesscites KSR · GrahamPatents in suitUS 10,971,140
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.