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  • Apple Inc. v. Corephotonics, Ltd.Some claims unpatentable
    PTAB · Nov 2, 2021 · IPR2020-00878 · APJ Bryan F Moore · IPR · Final written decision

    Claims 1, 2, 4–6, 9–15, 17, 18, 20–23, and 25–29 are unpatentable; claims 3, 8, 16, 19, 24, and 30 were not shown unpatentable.

    RulingsFinal written decision
    • BurdenMixed

      “35 U.S.C. § 6. This Final Written Decision is issued pursuant to 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73. For the reasons discussed herein, we determine that Petitioner has shown, by a preponderance of the evidence, that claims 1, 2, 4–6, 9–15, 17, 18, 20–23, and 25–29 of the ’897 patent are unpatentable and that Petitioner has not shown, by a preponderance of the evidence, that claims 3, 8, 16, 19, 24, and 30 of the ’897 patent are unpatentable.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “would include someone who had, at the priority date of the ’897 Patent, (i) a Bachelor’s degree in Physics, Optical Sciences, or equivalent training, as well as (ii) approximately three years of experience in designing multi-lens optical systems. Such a person would have had experience in analyzing, tolerancing, adjusting, and optimizing multi-lens systems for manufacturing, and would have been familiar with the specifications of lens systems and their fabrication. In addition, a POSITA [person of ordinary skill in the art] would have known how to use lens design software such as Code V, Oslo, or Zemax, and would have taken a lens design course. Pet. 6–7 (citing Ex. 1003 ¶¶ 19–20). Patent Owner applied the same level of skill for the purposes of this IPR. PO Resp. 14–15 (citing Ex. 2001 ¶ 19). We regard Petitioner’s formulation of the level of skill as consistent with the prior art before us. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (prior art itself may reflect an appropriate level of skill). Therefore, for purposes of this Final Written Decision, we adopt Petitioner’s assessment of the level of skill in the art because it is consistent with the ’897 patent and the asserted prior art, and we apply it in our analysis below.” slip op. at 11

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

      “Patent Owner argues that no “dispute between the parties in this IPR depends on the construction of EFL, TTL, or of any other claim term [and] submits that the Board should refrain from construing any terms in the patent for the purposes of this proceeding.” PO Resp. 17. Petitioner does not respond to this argument. See generally Pet. Reply. We agree with Patent Owner. If we were to adopt either construction, it would not change the determination made in this Decision. Thus, we decline to construe any claim terms for purposes of this Final Written Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’”).” slip op. at 10

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

      “unpatentable under 35 U.S.C. § 102 as anticipated by Ogino. Pet. 10–40. Patent Owner does not present arguments related to this ground. See generally PO Resp. For the reasons that follow, we are persuaded that the evidence supports Petitioner’s arguments and thus, Petitioner establishes by a preponderance of the evidence that claims 1, 4, 9–15, 17, 20, and 25–29 are unpatentable under 35 U.S.C. § 102 as anticipated by Ogino.” slip op. at 17

    Patent outcomesUS 10,330,897 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,330,897
  • PTAB · May 23, 2019 · IPR2018-00180 · APJ Kamran Jivani · IPR · Final written decision

    Claims 4–7, 9–16, and 18 are unpatentable over Hwang or Hwang and Balakrishnan; claim 17 was not shown unpatentable over Hwang.

    RulingsFinal written decision
    • Skill levelSkill level patent owner adoptedDecided for patent owner

      “Although the parties formulate slightly differently their respective assessments of the skill level, neither party disputes directly the other’s assessment nor makes any arguments related to the assessments. See generally Pet.; PO Resp. The ’221 patent states its disclosure “relates, in general, to integrated circuits and, more particularly, to power converter integrated circuits.” Ex. 1001, 1:9–11. In view of the foregoing, we adopt Patent Owner’s formulation of the level of ordinary skill in the art. Further, this level of ordinary skill is reflected by the prior art of record. Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art itself can reflect the appropriate level of ordinary skill in the art).” slip op. at 8

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

      “construction must begin with the words of the claims themselves.”); In re NTP, Inc., 654 F.3d 1279, 1288 (Fed. Cir. 2011) (citing Phillips v. AWH Corp., 415 F.3d 1303, 1312 (Fed. Cir. 2005) (en banc)) (“As with any claim construction analysis, we begin with the claim language.”). None of the challenged claims (nor even unchallenged claim 8) recites the claimed disabling or terminating occurs in response to the detect signal independent of other circuit conditions or in response only to the detect signal. See Ex. 1001, 12:5–14:36. For instance, independent claim 4 merely recites, “wherein the control circuit disables the switched drive control signal in response to the detect signal.” Id. at 12:49–51. Independent claim 7 similarly recites, “wherein the gating circuit disables the drive control signal in response to the detect signal.” Id. at 13:11–13. Independent claim 9 discloses only, “a first comparator . . . having an output for disabling the pulse generator.” Id. at 13:27–30. Finally, independent claim 15 requires, “comparing the error signal to a reference signal . . . to terminate the step of generating in response to the error signal.” Id. at 14:21–23. Therefore, the plain language of the challenged claims does not, standing alone, support adoption of Patent Owner’s proposed construction.” slip op. at 13

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “testimony from their respective declarants on whether one of ordinary skill in the art would understand “in response to” as requiring “independent of other circuit conditions.” Compare Reply 2–3 (citing Ex. 1016 ¶¶ 18–21, 26–30; Ex. 2003, 43:16–45:1) with PO Resp. 14–15, 17 (citing Ex. 2001 ¶¶ 42, 44–45.) and Sur-Reply 11–12 (citing Ex. 2001 ¶ 45). Patent Owner further directs our attention to a single sentence of deposition testimony in which Petitioner’s declarant Dr. Szepesi appears to agree with Patent Owner’s construction by stating, in the context of claim 9, that “the output signal of this first comparator disables the output pulses driving the gate of that independent of anything else.” PO Resp. 8 (citing Ex. 2003, 44:16– 45:1). Petitioner rebuts Patent Owner’s arguments by identifying additional deposition testimony and statements made in a second declaration offered by Dr. Szepesi opposing Patent Owner’s construction. Reply 2–3 (citing Ex. 1016 ¶¶ 18–21, 26–30; Ex. 2003, 43:16–45:1). For instance, immediately before the statement Patent Owner cites, Dr. Szepesi testified: Q: “So is it your opinion that an output for disabling the pulse generator must disable the pulse generator regardless of the other conditions in the circuit?” . . . A: “I don't understand your question. I said disabling the pulse generator means that the output of the pulse generator which is providing the pulses to the gate of the main switch, those pulses are disabled. That’s what it means in my opinion in this context.” Ex. 2003, 43:24–44:9. And, in his supplemental declaration, Dr. Szepesi states: As a first matter, I opined during my deposition that “an output disabling a pulse generator” means that “the output signal of this first comparator disables the output pulses driving the gate of that independent of anything else.” But, at the time of my deposition I had not done a focused claim construction analysis of the limitation “a first comparator […] having an output for disabling the pulse generator.” This is because I hadn’t anticipated there being a dispute relevant to the validity analysis in view of what I understood as the plain meaning of the language. Despite the quote that Patent Owner relied upon, I believe now that a POSITA would not understand the claim language to require the first comparator to disable the output pulses independent of anything else. This belief is consistent with my responses to the first two of three successive questions in which I was asked about “disabling the pulse generator.” It is my opinion that the operation of the disclosed embodiment requires the presence of other conditions precedent before the first comparator can disable the drive pulses and this requirement is not excluded by the claim language. Ex. 1016 ¶ 18 (emphasis added). Our reviewing court has made clear that extrinsic evidence “is generally of less significance than the intrinsic record” in matters of claim construction. Wi-LAN, Inc. v. Apple Inc., 811 F.3d 455, 462 (Fed. Cir. 2016) (citation omitted). Here, beyond competing declarant testimony, neither party has entered into the record extrinsic evidence, such as dictionary definitions or contemporaneous usage in the art, addressing the scope of “in response to.” Having considered the testimony upon which Patent Owner relies and weighing it against the claim language itself, the Specification’s disclosures set forth above, and the contrary testimony of Petitioner’s declarant, we find on balance that it does not warrant departing from the plain and ordinary meaning of “in response to” as Patent Owner urges. See In re Paulsen, 30 F.3d 1475, 1480 (Fed. Cir. 1994) (holding that an inventor may define specific terms used to describe invention, but must do so “with reasonable clarity, deliberateness, and precision”) (quoting Intellicall, Inc. v. Phonometrics, Inc., 952 F.2d 1384, 1387-88 (Fed. Cir. 1992)).” slip op. at 17

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

      “Claim 4 further recites, “a control circuit having an input coupled for receiving the detect signal, wherein the control circuit disables the switched drive control signal in response to the detect signal.” Patent Owner’s sole contention with respect to claim 4 is that “[t]he alleged detect signal in Hwang does not satisfy this limitation” because “unlike the ’221 patent, the alleged ‘control circuit’ does not disable the switched drive control signal ‘in response to the detect signal’ independent of other circuit conditions.” PO Resp. 15–16. As discussed above, we decline to import into claim 4 a requirement that the claimed disabling must occur independent of other circuit conditions. See supra Section III.C.1. Because Patent Owner’s argument relies on a claim construction that we rejected above, we are not persuaded that Hwang fails to meet the limitations of claim 4. Rather, having reviewed the evidence cited by Petitioner, we agree with Petitioner that Hwang discloses the limitations of independent claim 4, arranged as recited in the claim. Petitioner’s analysis, as supported by the Szepesi Declaration, further demonstrates where Petitioner contends each element of dependent claims 5 and 6 is disclosed in Hwang. Pet. 21–24. Patent Owner does not dispute Petitioner’s analysis beyond the argument raised with respect to claim 4. See PO Resp. 17. Having reviewed the evidence cited by Petitioner, we agree with Petitioner that Hwang discloses the limitations of dependent claims 5 and 6, arranged as recited in these claims, and we adopt that analysis as our own. Accordingly, for the foregoing reasons, we find Petitioner has shown by a preponderance of the evidence that Hwang anticipates claims 4–6.” slip op. at 25

    Patent outcomesUS 6,597,221 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 6,597,221
  • Emerson Electric Co. v. Sipco, LLCSome claims unpatentable
    PTAB · Nov 28, 2018 · IPR2017-00359 · APJ Bryan F Moore · IPR · Final written decision

    Claims 32, 34, 37–38, 55–57, and 59 are unpatentable over Cunningham; claims 1, 3–8, 11–14, 24–31, 36, 42, 43, 46–49, 51–54, and 60–64 were not shown unpatentable.

    RulingsFinal written decision
    • BurdenNot shown unpatentable

      “This argument is conclusory and not supported by sufficient evidence. Moreover, the stated conclusion is vague with respect to the limitation at issue. Petitioner argues that “the node 18 must translate messages” (id. (emphasis added)), but does not explicitly argue that all three recited pieces of information—“the select information, the transmitter identification information, and transceiver identification information”—must be translated. Even assuming Mason’s node must translate all three recited pieces of information, Petitioner does not show that all such translated pieces of information must be further transmitted to the AMR server over the WAN. In particular, Petitioner does not show that transceiver identification information would have to be further transmitted.” slip op. at 21

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

      “Moreover, we agree with Petitioner that such a construction is “non- specific, vague and unhelpful” in the context of the ’692 patent. Reply. 16. Patent Owner’s construction limits “low power” to signals having a “limited transmission range,” but provides no guidance of what “limited” means, or what its boundaries might be. Petitioner argues correctly that Patent Owner’s construction fails to address questions its proposed construction raises, such as, what a ‘limited’ transmission range means and how ‘limited’ the range must be (i.e., what the range’s distance should be), whether the transmission range depends on the particular system or application, and whether other factors should be considered in determining whether the transmission range is limited.” slip op. at 14

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableNot shown unpatentable

      “Notably, Petitioner says these contentions are “further evidence” but does not explain how this evidence is to be used to buttress Cunningham’s disclosure or how it is to be combined with Cunningham’s disclosure. Specifically, given the limited contentions in the Petition detailed above, Petitioner does not explain how Energy Management Services or the “routines” described in the Provisional send control signals from the computer to the actuator as required by the claims. For example, even if we to accept that the “Williams Network Control Center” creates control signals as required by the claim Petitioner has not explained how those signals are translated from network transfer protocol to RF signals and then translated to an analog signal that can be used at an actuator. Even though the ’978 Provisional is allegedly incorporated by reference, an obviousness determination still requires--“[w]hether a [obviousness challenge] is based on combining disclosures from multiple references, combining multiple embodiments from a single reference, or selecting from large lists of elements in a single reference[--] a motivation to make the combination and a reasonable expectation that such a combination would be successful, otherwise a skilled artisan would not arrive at the claimed combination.” In re Stepan Co., 868 F.3d 1342, 1346 n. 1 (Fed. Cir. 2017); c.f. Boston Sci. Scimed, Inc. v. Cordis Corp., 554 F.3d 982, 991 (Fed. Cir. 2009) (finding obviousness shown despite fact that “all of the limitations are found in two separate embodiments pictured side by side in the patent, not in one embodiment” because the party showed motivation to combine and reasonable likelihood of success). Additionally, “there must be evidence presented on the obviousness of the claim as a whole.” Circuit Check Inc. v. QXQ Inc., 795 F.3d 1331, 1337 (Fed. Cir. 2015) (citing KSR, 550 U.S. at 420, 127 S.Ct. 1727); see also Acorda Therapeutics, Inc. v. Roxane Labs., Inc., 903 F.3d 1310, 1352 (Fed. Cir. 2018) (“The determination of obviousness is made with respect to the subject matter as a whole, not separate pieces of the claim”). Here, the “routines” described in the ’978 Provisional work differently than the “utility prices” embodiment of Cunningham. Petitioner has not explained how those would work together to meet the claim limitations.” slip op. at 30

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

      “Patent Owner’s argument is inapposite, as it is premised on reading a limitation into the claims, namely that the information encoded in the RF signal must be translated in real time. Further, we agree with Petitioner, that even under such an erroneously narrow construction, Cunningham would meet the limitation. In that regard, Petitioner argues that, “although Cunningham discloses sending cumulative data readings, individual signals from the sensor are identified by the gateway and this information is then transmitted (with transmitter identification information) to a computer on the WAN.” Reply 6 (citing Ex. 1046 ¶¶31–32; Ex. 1004, 31:6–28). Petitioner argues, and we are persuaded, that “Cunningham explains that the ‘most current cumulative reading’ is the current absolute ‘reading’ (i.e., information signal) from the sensor (Ex. 1004, 13:44–46) and that two cumulative readings can be used to ‘interpolate’ and ‘recover’ a missed reading (i.e., a signal from the sensor).” Reply 7 (citing Ex. 1004, 13:44–56; 31:6–27; Pet. 75; Ex. 1002 ¶¶115, 152; Ex. 1046 ¶32). We are persuaded that Cunningham discloses this limitation. Lastly, claim 32 also recites “a computer configured to execute at least one computer program that formats and stores select information responsive to the electrical signal for retrieval upon demand from a remotely located device.” To meet this limitation, Petitioner accurately points out that “Cunningham discloses that[,] in response to receiving information from the sensor interface module through the data collection modules, the host module compiles the information into a user specified readable format and stores it for later retrieval upon demand from a customer computer or workstation.” Pet. 83 (citing Ex. 1004, 7:19–27, 44:12–41, 44:53–64, 46:44–61, 47:44–54, Ex. 1002 ¶¶138–140). Patent Owner does not contest that Cunningham discloses “a computer configured to execute at least one computer program that formats and stores select information responsive to the electrical signal for retrieval upon demand from a remotely located device.” See PO Resp. 22–29, 41–46. We are persuaded that Cunningham discloses this limitation. For the forgoing reasons, Petitioner has shown by a preponderance of” slip op. at 37

    Patent outcomesUS 6,437,692 mixed
    Claim construction§ 102 anticipation§ 103 obviousness
    Patents in suitUS 6,437,692
  • PTAB · Aug 14, 2017 · IPR2016-00591 · APJ Garth D Baer · IPR · Final written decision

    Claims 1, 3, 6, 9, 12-14, 16, 19, 22, and 23 are unpatentable as anticipated by Avrahami; claims 10, 15, and 25 were not shown obvious.

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

      “We agree with Petitioner. Avrahami describes its algorithm as providing “for semi-automatic 3D spatial polygon extraction from a pair of colored aerial images with a known external model solution.” Ex. 1004, 43 (emphasis added). Avrahami touts that one of the advantages of its system is that “the operator can identify at a glance which buildings can be mapped by this method so as to combine it with traditional manual extraction or other semi-automatic method.” Id. at 48 (emphasis added). Further to this point, Figure 1 shows a side-by-side comparison of the images in the pair. See id. at Fig. 1 (displaying left and right polygons going through Avrahami’s iterative matching process). Further, we credit the testimony from Petitioner’s Expert, Mr. Schuch, that one skilled in the art would understand Avrahami’s images to be what “you see . . . on a computer screen” as “part of the production.” Ex. 2017, 69:20–21; see also id. at 71:2–4 (explaining that “[t]his is an actual production image”). Therefore, we find that Petitioner has proffered sufficient evidence that Avrahami discloses the disputed limitation.” slip op. at 10

    • Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia with nexusDecided for patent owner

      “We are persuaded by Patent Owner’s extensive evidence of nexus between its Render House and Twister products and the challenged claims. Patent Owner steps through each challenged claim on an element-by-element basis and directs us to images and specific passages from its Render House and Twister user guides that it argues embody the limitations of each challenged claim. PO. Resp. 50–58. Patent Owner also supports its assertion of nexus with testimony in the form of a Declaration from Dr. Chandrajit L. Bajaj that includes a claim chart detailing where each limitation of the challenged claim is found in its Twister and Render House products. Ex. 2010, 44–91.5 The Federal Circuit has held that “if the marketed product embodies the claimed features, and is coextensive with them, then a nexus is presumed and the burden shifts to the party asserting obviousness to present evidence to rebut the presumed nexus.” Brown & Williamson Tobacco Corp. v. Philip Morris Inc., 229 F.3d 1120, 1130 (Fed. Cir. 2000). Patent Owner has put forth sufficient evidence to show that its Twister and Render House products embody the elements of the challenged claims and thus, we look to Petitioner to rebut this presumed nexus and acknowledge that the presumption “cannot be rebutted with mere argument; evidence must be put” slip op. at 17

    • Obviousness (§103) › Objective indicia / secondary considerations › Commercial successObjective indicia with nexusDecided for patent owner

      “with the purportedly unique characteristics of the claimed invention and that for which there is alleged commercial success.” Reply 23–24. Our reviewing court has held that for evidence of commercial success to be relevant, “the patentee must establish a nexus between the evidence of commercial success and the patented invention.” Wyers v. Master Lock Co., 616 F.3d 1231, 1246 (Fed. Cir. 2010). As noted above, however, Patent Owner has provided extensive evidence that the Twister and Render House products are coextensive with claims 10, 15, and 25 and that the reports sold were created using the Twister and Render House products. Thus, we are persuaded that nexus exists between the challenged claims and the commercially successful products at issue. Petitioner also asserts that “Patent Owner has failed to make any showing as to market share, thus rendering their sales figures irrelevant and not adequately defined.” Reply 24. Patent Owner provided unrebutted evidence that “approximately 96 percent of the top 25 insurance carriers rely on [Eagle View Technologies 3D aerial roof measurement reports] in their claims departments.” Ex. 2020, 1; see also Ex. 2029, 8 (Verisk Analytics presentation noting that 24 of top 25 insurance companies and 30,000 contractors are Eagle View customers). In addition, Patent Owner’s evidence shows that its products are used by “about one-fifth of the roofing contractor market, according to an estimate by market researcher IbisWorld.” Ex. 2024. Patent Owner’s financial reports show both that it sold a significant number of roofing reports and that its sales grew significantly between 2009 and 2015. See PO Resp. 60–61. We find that this information, taken together with statement from others in the industry (see Ex. 2029) gives us a view of Patent Owner’s place in the relevant market and persuades us that Patent Owner’s Twister and Render House products experienced significant commercial success and wide-spread use in the industry.” slip op. at 20

    • Obviousness (§103) › Objective indicia / secondary considerations › Skepticism / industry praiseDecided for patent owner

      “iii. Industry Praise Praise from industry participants, especially competitors, is probative as to obviousness because such participants “are not likely to praise an obvious advance over the known art. Thus, if there is evidence of industry praise of the claimed invention in the record, it weighs in favor of the non-obviousness of the claimed invention.” Apple Inc. v. Samsung Elecs. Co., 839 F.3d 1034, 1053 (Fed. Cir. 2016). Petitioner described Patent Owner’s products as “[u]sing aerial photography and patent-pending software [to] accurately calculate[] measurements for the roof’s ridges, rafters, valleys, slopes and more.” Ex. 2021, 1. Petitioner further noted that the “process saves contractors and roofers hours of time spent measuring and scoping a roof.” Id.” slip op. at 23

    Patent outcomesUS 8,209,152 mixed
    § 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 8,209,152
  • PTAB · May 25, 2017 · IPR2016-00303 · APJ Bryan F Moore · IPR · Final written decision

    Claims 1, 7–10, 12–16, 18–22, 25, and 28–31 are unpatentable as obvious over Huey and ATM UNI; claim 2 was not shown unpatentable.

    RulingsFinal written decision
    • ExcludeMotion to exclude, deniedMixed

      “PO Mot. 13–14. A motion to exclude is the wrong vehicle to challenge public availability, which is a substantive issue that goes to the sufficiency of the evidence, not to admissibility at issue here. FLIR Sys., Inc. v. Leak Surveys, Inc., IPR2014-00411, slip. op., Paper 113 at 4 (PTAB September 3, 2015) (“A motion to exclude is not a vehicle for addressing the weight to be given evidence.”); see also 77 Fed. Reg. 48,756, 48,767 (Aug. 14, 2012) (“A motion to exclude . . . may not be used to challenge the sufficiency of the evidence to prove a particular fact.”). For the reasons above, we do not exclude Exhibit 1028.” slip op. at 9

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

      “35 U.S.C. § 102(b).” In re Hall, 781 F.2d 897, 898–99 (Fed. Cir. 1986). To qualify as a prior art printed publication, the reference must have been disseminated or otherwise made accessible to persons interested and ordinarily skilled in the subject matter to which the document relates prior to the critical date. Kyocera Wireless Corp. v. Int’l Trade Comm’n, 545 F.3d 1340, 1350 (Fed. Cir. 2008).” slip op. at 17

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

      “References within the statutory terms of 35 U.S.C. § 102 qualify as prior art for an obviousness determination only when analogous to the claimed invention.” In re Bigio, 381 F.3d 1320, 1325 (Fed. Cir. 2004) (finding both hair brush art and toothbrush art to be analogous to a claim to a hair brush) (citing In re Clay, 966 F.2d 656, 658 (Fed. Cir. 1992)). “Two separate tests define the scope of analogous prior art: (1) whether the art is from the same field of endeavor, regardless of the problem addressed and, (2) if the reference is not within the field of the inventor's endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved.” Id. (citations omitted). The scope of the field of endeavor is a factual determination based on the scope of the application's written description and claims. Bigio, 381 F.3d at 1326. slip op. at 27

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “There are two problems with Petitioner’s assertion. First, Petitioner has not shown a reason to combine Kogge with Huey and the ATM UNI Specification. Second, to the extent this reference is used to show the scope and content of the art at the time of the invention, Kogge makes it clear that parallelism and pipelining are different concepts that are “generally discernably different in their general approach.” Ex. 1033, 1. Petitioner has not explained how Kogge shows that putting packets through the pipeline without waiting for the previous packet to finish would be considered operating in parallel given that this reference distinguishes parallel operation from pipeline operation. Petitioner argued at the oral hearing that Patent Owner was advocating “a particular flavor of parallelism, as opposed to what’s understood by normal parallel pipelining.” Tr. 41:6–14. However, neither Petitioner nor its declarant has explained what “normal parallel pipelining” is or what the basis is for us to define “normal parallel pipelining.” Thus, we are not persuaded by Petitioner’s contention that one of ordinary skill in the art would modify Huey to meet the limitation of performing at least two of said steps “in parallel using a pipeline.”” slip op. at 33

    Patent outcomesUS 6,377,577 mixed
    Claim construction§ 102 anticipation§ 103 obviousness
    Patents in suitUS 6,377,577
  • PTAB · May 31, 2016 · IPR2015-00374 · APJ Robert J Weinschenk · IPR · Final written decision

    Claims 1–4 are unpatentable as anticipated by Bace and Denning; claims 7 and 8 were not shown unpatentable because neither reference disclosed determining the likelihood of observing a feature.

    RulingsFinal written decision
    • Skill levelSkill level board ownOther

      “of ordinary skill in the art at the time of the ’306 patent would have had “a Master’s degree in computer science or a related field with two to three years of experience in the field of software security systems.” Ex. 1003 ¶ 20. Patent Owner’s declarant, Dr. George Cybenko, testifies that a person of ordinary skill in the art at the time of the ’306 patent would have had “an undergraduate degree in computer science or mathematics, and one or two years of experience in the field of computer security.” Ex. 2019 ¶ 24. Thus, Petitioner’s declarant, Dr. Goodrich, defines the level of ordinary skill in the art slightly higher in both education and experience. Patent Owner points out this difference, but does not argue that it materially impacts either party’s analysis. PO Resp. 8. In fact, Petitioner’s declarant, Dr. Goodrich, testifies that his analysis would not change under the slightly lower level of ordinary skill in the art set forth by Patent Owner. Ex. 1029 ¶¶ 7–8. In other words, the minor distinctions between the parties’ proposed levels of ordinary skill in the art are not material. As a result, we determine that both parties define the level of ordinary skill in the art appropriately in this case.” slip op. at 5

    • BurdenMixed

      “determining the likelihood of observing an event, but does not identify evidence indicating that Bace discloses determining the likelihood of observing a feature, as recited in claim 7. Pet. 30–32; Pet. Reply 14–15; Tr. 30:2–15, 31:6–12. Petitioner instead argues that an event is the “same thing” as a feature. Tr. 30:20–24, 32:9–13. Petitioner, however, improperly presented this argument for the first time at the oral hearing. Id. at 30:13– 15; Pet. 30–32; Pet. Reply 14–15; see Office Patent Trial Practice Guide, 77 Fed. Reg. 48,756, 48,768 (Aug. 14, 2012) (“No new evidence or arguments may be presented at the oral argument.”). Moreover, Petitioner does not identify any evidence from the ’306 patent (or otherwise) to support its argument that an event is the same thing as a feature. Tr. 31:1–5; see Helmsderfer v. Bobrick Washroom Equip., Inc., 527 F.3d 1379, 1381–82 (Fed. Cir. 2008) (“Our precedent instructs that different claim terms are presumed to have different meanings.”).” slip op. at 16

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

      “Bace specifies that certain information sources are used for a computer system with a Windows operating system. Namely, Bace discloses that, for a Windows computer system, “security log events are the primary focus of intrusion detection systems,” and “especially those having to do with the creation, deletion, and alteration of system files and other 3 Patent Owner suggests that this portion of Bace only relates to the system call records gathered by UNIX system audit trails. Paper 48 ¶¶ 3–5. Section 3.2.4 of Bace, however, describes the advantages of operating system audit trails generally, not just UNIX system audit trails. Ex. 1007, 70. objects.” Id. at 74–75 (emphases added). Bace then explains that the reference data obtained from the Windows computer system is used to generate the anomaly detection models discussed later in Bace. Ex. 1007, 109 (“Anomaly detectors are populated by running them against the collected reference event data.”); id. at 74–75, 121–122; Ex. 1003 ¶ 112. Thus, for a Windows computer system, Bace expressly links the reference data obtained by monitoring the creation, deletion, and alteration of system files with the disclosed anomaly detection models. Ex. 1029 ¶¶ 15–19; cf. Net MoneyIN, Inc. v. VeriSign, Inc., 545 F.3d 1359, 1370–71 (Fed. Cir. 2008) (explaining that the prior art did not link two distinct teachings). Bace further discloses that Denning’s anomaly detection model, which includes the mean and standard deviation model, is the “seminal” anomaly detection model. Ex. 1007, 108, 121–122. As a result, Bace provides a specific reason for selecting Denning’s anomaly detection model from among the other models disclosed in Bace. Ex. 1003 ¶ 111; Ex. 1029 ¶ 19. c. Summary For the reasons discussed above, we determine that Petitioner has shown by a preponderance of the evidence that claim 1 is anticipated by Bace.” slip op. at 11

    • Strike new argumentNew argument consideredDenied

      “A reply may only respond to arguments raised in the corresponding opposition or patent owner response.” 37 C.F.R. § 42.23(b). Here, Patent Owner argues that Petitioner’s Reply exceeds the scope of a proper reply because it presents a new theory of unpatentability for claim 7 based on the TIM system in Bace that is not included in the Petition. PO Mot. Str. 2–3. Petitioner, on the other hand, argues that its Reply is proper because the Petition relies on the TIM system in Bace with respect to claim 8, and, thus slip op. at 27

    Patent outcomesUS 7,913,306 mixed
    § 102 anticipation
    Patents in suitUS 7,913,306
  • Sandisk Corporation v. Netlist, Inc.Some claims unpatentable
    PTAB · Apr 27, 2016 · IPR2014-00971 · APJ Linda M Gaudette · IPR · Final written decision

    Claims 1–3 and 5–20 are unpatentable: Averbuj anticipates some claims, and Huang or JEDEC combinations render others obvious; claim 4 is not unpatentable.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “We accord greater weight to Dr. Alpert’s opinion as to the level of ordinary skill in the art because he has experience in both teaching students and working with engineers in the industry, while Dr. Sechen’s experience is primarily in teaching. Compare Ex. 1007 ¶¶ 7, 21, with Ex. 2012 ¶¶ 3, 5. Moreover, based on our review of the ’501 patent and the types of problems and solutions described in the ’501 patent and cited prior art, we agree with Dr. Alpert’s opinion on the level of ordinary skill. Accordingly, we find that a person of ordinary skill in the art at the time of the ’501 patent would have a Bachelor’s degree in electrical engineering, computer engineering, or in a related field and at least one year of work experience relating to memory systems, and would be familiar with the design of memory devices, memory modules, and BIST.” slip op. at 10

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “We accord greater weight to Dr. Alpert’s opinion as to the level of ordinary skill in the art because he has experience in both teaching students and working with engineers in the industry, while Dr. Sechen’s experience is primarily in teaching. Compare Ex. 1007 ¶¶ 7, 21, with Ex. 2012 ¶¶ 3, 5. Moreover, based on our review of the ’501 patent and the types of problems and solutions described in the ’501 patent and cited prior art, we agree with Dr. Alpert’s opinion on the level of ordinary skill. Accordingly, we find that a person of ordinary skill in the art at the time of the ’501 patent would have a Bachelor’s degree in electrical engineering, computer engineering, or in a related field and at least one year of work experience relating to memory systems, and would be familiar with the design of memory devices, memory modules, and BIST.” slip op. at 10

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

      “Id. at 8:22–35. In our Final Decision in IPR2014-00970, we found that the above description of each data handler as “operable independently” and having the “further” feature of being “configured to generate data” (see id. at 5:16–23) supported Petitioner’s contention that the data generation function of the data handlers is an additional feature that is separate from the feature of independent operability. We found that based on the description quoted in column 8, lines 22–35, above, coupled with the discussion of the prior art problem of lack of flexibility in memory module self-test logic to accommodate changes to data width (see id. at 4:41–60, 8:24–29), one of ordinary skill in the art would understand the term “operable independently” to describe the data handlers as being discrete and functioning without being physically or logically connected to each other. In the present case, we find similarly that the above-quoted language from the ’501 patent specification is consistent with the plain meaning of the language in claim 1, i.e., that each of the plurality of data handlers is configured to be operated independently, but only some of the data handlers (i.e., “one or more”) are further configured to generate data used for testing. We agree with Petitioner, therefore, that when interpreted in the context of the ’501 patent in its entirety, the claim term “operated independently” “merely means that each data handler can operate without influence or control by any of the other data handlers.” Reply 3. We find no basis in the ’501 patent specification for applying a different construction to the claim 16 language “operating . . . independently.” Accordingly, we interpret “operated independently”/“operating . . . independently” in accordance with its plain and ordinary meaning: “the operation of a data handler is not influenced or controlled by another data handler” (Reply 4).” slip op. at 17

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

      “Based on the above description in Averbuj, we agree with Patent Owner that Averbuj describes memory interfaces (the alleged data handlers) that are configured to produce address and control signals, and that Averbuj describes producing address and control signals in certain circumstances, e.g., when Averbuj’s sequencer (the alleged control circuit) specifies writing data in a particular pattern that requires transformation to conform to a particular configuration of a memory module. See PO Resp. 35. We also agree with Petitioner, however, that Averbuj’s memory interfaces are further configured to apply to the memory modules the same address and control signals received from, and produced by, the sequencers for testing (see Reply 12–13), e.g., when the sequencer sends signals that can be applied, without modification or transformation (see Ex. 1003 ¶ 56), directly to a memory module irrespective of its physical configuration. Thus, Petitioner has shown, by a preponderance of the evidence, that Averbuj’s sequencer meets the claim 1 limitation of “a control circuit configured to generate address and control signals” for testing memory chips, and that Averbuj describes “operating a control circuit [(i.e., a sequencer)] to generate address and control signals” used in testing memory chips as recited in claim 16 of the ’501 patent.” slip op. at 40

    Patent outcomesUS 8,359,501 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 8,359,501
  • Sandisk Corporation v. Netlist, Inc.Some claims unpatentable
    PTAB · Dec 14, 2015 · IPR2014-00970 · APJ Linda M Gaudette · IPR · Final written decision

    Claims 1, 14, 15, 19–25, and 27–34 are unpatentable; the Board found other challenged claims not shown unpatentable on the grounds decided.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “The difference in the opinions of the two experts is that Dr. Sechen believes a person of ordinary skill in the art would have an additional four years of experience, education, or a combination of the two, beyond that proposed by Dr. Alpert. See Ex. 1009 ¶ 7. According to Dr. Alpert, the difference in the proposed levels of ordinary skill in the art is not material to any dispute over claim construction or patentability in this inter partes review. Id. We accord greater weight to Dr. Alpert’s opinion as to the level of ordinary skill in the art because he has experience in both teaching students and working with engineers in the industry, while Dr. Sechen’s experience is primarily in teaching. Compare Ex. 1007 ¶¶ 7, 21 with Ex. 2012 ¶¶ 3, 5. Moreover, based on our review of the ’434 patent and the types of problems and solutions described in the ’434 patent and cited prior art, we agree with Dr. Alpert’s opinion on the level of ordinary skill. Accordingly, we find that a person of ordinary skill in the art at the time of the ’434 patent would have a Bachelor’s degree in electrical engineering, computer engineering, or in a related field and at least one year of work experience relating to memory systems, and would be familiar with the design of memory devices, memory modules, and BIST.” slip op. at 10

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

      “The above disclosure uses the term “operable independently” to describe the data handlers as being discrete and functioning without being physically or logically connected to each other. Based on our review of the ’434 patent, the specification and claim 27 both use the term “operable independently” in the same manner, i.e., to describe a feature of the data handler that is distinct from its data generation feature. We agree with Petitioner, therefore, that when interpreted in the context of the ’434 patent in its entirety, the claim term “operable independently” “merely means that each data handler can operate without influence or control by any of the other data handlers.” Reply 5. The ’434 patent specification uses the term “operable independently” in accordance with its plain and ordinary meaning, and we find no basis for applying the narrower construction advanced by Patent Owner to any of the challenged claims. Accordingly, we interpret “operable independently” as “operable without influence or control by another.” See Cuozzo, 793 F.3d at 1278–79.” slip op. at 19

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

      “Based on the above description in Averbuj, we agree with Patent Owner that Averbuj describes memory interfaces (the alleged data handlers) that are configured to produce address and control signals, and that Averbuj describes producing address and control signals in certain circumstances, e.g., when Averbuj’s sequencer (the alleged control module) specifies writing data in a particular pattern that requires transformation to conform to a particular configuration of a memory module. See PO Resp. 33. We also agree with Petitioner, however, that Averbuj’s memory interfaces are further configured to apply to the memory modules the same address and control signals received from, and produced by, the sequencers for testing (see Reply 15), e.g., when the sequencer sends signals that can be applied, without modification or transformation (see Ex. 1003 ¶ 56), directly to a memory module irrespective of its physical configuration. Thus, Petitioner has shown, by a preponderance of the evidence, that Averbuj’s sequencer meets the limitation of “a control module configured to generate address and control signals for testing the memory devices” as recited in challenged independent claims 1, 20, and 29 of the ’434 patent.” slip op. at 41

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

      “As discussed in Section IV.B.2.e., a petition must include “[a] full statement of the reasons for the relief requested, including a detailed explanation of the significance of the evidence including material facts, and the governing law, rules, and precedent” (37 C.F.R. § 42.22(a)(2)), and “[a] reply may only respond to arguments raised in the corresponding . . . patent owner response” (37 C.F.R. § 42.23(b)). We agree with Patent Owner that the Reply does more than merely respond to or rebut arguments made in Patent Owner’s Response; rather, it sets forth a theory that was not presented clearly in the Petition. Patent Owner’s position is supported by the fact that Dr. Sechen, whose skill level is at least (and appears to exceed) that of the ordinary artisan, apparently was unable to envision how Huang and Averbuj could be combined. Further, Dr. Alpert’s second declaration includes, at a minimum, opinions as to the understanding of the ordinary artisan with respect to the teachings of Huang and Averbuj that were not presented in his first declaration. In our judgment, consideration by the Board of the above-noted arguments in the Reply and evidence presented in Dr. Alpert’s second declaration in support thereof would be improper under 37 CFR § 42.23 and unfair to Patent Owner. We have, however, reviewed and considered the arguments in the Petition and evidence therein, and are in agreement with Patent Owner that Petitioner has not provided adequate explanation or evidence to support its contention that one of ordinary skill in the art would have had a reasonable expectation of success in combining Huang and Averbuj. Accordingly, Petitioner has not met its burden to show, by a preponderance of the evidence, that claims 7–12, 17, 18, 20–25, 27, 28, and 30–35 would have been unpatentable over Huang and Averbuj.” slip op. at 59

    Patent outcomesUS 8,001,434 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 8,001,434
  • Microsoft Corporation v. Enfish, LLCSome claims unpatentable
    PTAB · Mar 3, 2015 · IPR2013-00562 · APJ Scott A Daniels · IPR · Final written decision

    Claims 31, 41, and 42 are unpatentable: claim 31 is anticipated by Chang, and claims 41 and 42 are obvious over Chang with Webb and Chang with Horn, respectively.

    RulingsFinal written decision
    • Claim Construction › Functional claiming / §112(f) means-plus-function › Corresponding structure / algorithm (indefinite if none)Decided for petitioner

      “implemented function is the algorithm disclosed in the specification.” Aristocrat Techs. Austl. Party Ltd. vs. Int’l Game Tech., 521 F.3d 1328, 1333 (Fed. Cir. 2008) (quoting Harris Corp. v. Ericsson Inc., 417 F.3d 1241, 1249 (Fed. Cir. 2005)). Additionally, specific portions of the specification must clearly link or associate a computer program or algorithm to the function corresponding to the claimed means. See Medical Inst. and Diag. Corp. v. Elektra AB, 344 F.3d 1205, 1211 (Fed. Cir. 2003). For the reasons set forth below, we conclude that the four steps and other ’604 patent specification portions identified by Enfish do not describe an algorithm for the recited function of “configuring memory according to a logical table.” We further conclude that Enfish has not clearly linked or associated the recited function to the four steps or the other portions of the ’604 patent specification that Enfish identifies.” slip op. at 11

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

      “We determine that adopting Enfish’s proposed construction without further context would create ambiguity. Additionally, limitations are not to be read into the claims from embodiments in the specification. See In re Van Geuns, 988 F.2d 1181 at 1184. Furthermore, we agree with Microsoft that Enfish relies on insufficient extrinsic evidence for support, for example, that an OID is “immutable.” We also note that Enfish’s contentions are not commensurate with the scope of the claims because each of the independent claims recites that an OID is included “to identify” each logical row and each logical column, but does not recite using an OID to retrieve data from memory. We, therefore, determine that the construction of “OID” in the Decision to Institute should not be changed.” slip op. at 18

    • Expert testimonyPatent owner expert creditedPetitioner expert discountedOther

      “We give little weight to Dr. Hosking’s testimony with respect to the limitations in claim 34 because he does not provide an explanation or evidence as to why Dickerson’s synchronization of data in the same column across separate databases teaches reciprocal synchronization between columns in the same table. Dr. Hosking states that a person of skill in the art would be motivated to combine Chang and “the synchronization concept as taught in Dickerson in the case that similar elements were to be reciprocally synchronized.” Ex. 1022 ¶ 225. The premise of this argument is the assumption that Dickerson’s synchronization across separate databases is the same as synchronizing two logical columns reciprocally in the same database table. Dr. Hosking does not provide support for this assumption. This argument, therefore, does not sufficiently explain why mirroring data across separate databases leads to data synchronization between logical columns in the same table. Dr. Hosking’s testimony does not explain why, or how, one of ordinary skill in the art would use the database management disclosed by Chang in cooperation with the linked database elements between separate databases to achieve reciprocal synchronization “to achieve such coordination of the data” between logical columns in the same table. See id. at ¶¶ 283–294.” slip op. at 41

    • Skill levelOther
    Patent outcomesUS 6,151,604 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 6,151,604
  • Microsoft Corporation v. Enfish, LLCSome claims unpatentable
    PTAB · Mar 2, 2015 · IPR2013-00561 · APJ Barbara A Parvis · IPR · Final written decision

    Claims 46 and 54 were held unpatentable; claims 55, 56, and 60 were not shown unpatentable; claims 16, 24–26, and 30 were terminated because their means-plus-function limitation lacked sufficient disclosed structure.

    RulingsFinal written decision
    • BurdenMixed

      “Microsoft has shown by a preponderance of the evidence that claims 46 and 54 of the ’775 patent are unpatentable. Microsoft has not shown that claims 55, 56, and 60 of the ’775 patent are unpatentable. For the reasons discussed below, we are unable to reach a determination on the alleged grounds of unpatentability over prior art for claims 16, 24–26 and 30. Accordingly, we terminate this proceeding with respect to claims 16, 24–26 and 30 under 37 C.F.R. § 42.72.” slip op. at 3

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

      “1249 (Fed. Cir. 2005)). Additionally, specific portions of the specification must clearly link or associate a computer program or algorithm to the function corresponding to the claimed means. See Medical Inst. & Diag. Corp. v. Elektra AB, 344 F.3d 1205, 1211 (Fed. Cir. 2003). For the reasons set forth below, we conclude that the four steps and other ’775 patent specification portions identified by Enfish do not describe an algorithm for the recited function of “configuring memory according to a logical table.” We further conclude that Enfish has not clearly linked or associated the recited function to the four steps or the portions of the ’775 patent specification that Enfish identifies.” slip op. at 10

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

      “We determine that Enfish’s proposed construction of OID introduces requirements beyond what is needed for an OID to identify data and retrieve data from memory. Enfish, for example, contends that “an OID is unique among all rows and columns of the logical table.” PO Resp. 29. Additionally, claims 46 and 54 recite that an OID is included “to identify” each attribute set and each record, but do not specifically recite using an OID to retrieve data from memory.” slip op. at 14

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

      “80, PG 453, 471, 481, 482, 484, Ex. 1219 ¶¶ 67–93, 119–131). For example, we are persuaded that Microsoft has shown by a preponderance of the evidence that Visual Basic discloses configuring memory according to a logical table, as recited in claim 54. In the cited portions above, Visual Basic discloses storing data in a computer formatted as a table object, which is “a logical representation of a physical table.” Ex. 1204, LR 558. The table object comprises “records (rows) and fields (columns).” Id. As an additional example, we are persuaded that Microsoft has shown by a preponderance of the evidence that Visual Basic discloses each record and each attribute set including an OID, as recited in claim 54. In the cited portions above, Visual Basic describes assigning a primary key and that “[a] table’s primary key is the determining factor when testing to see if the record is unique within the table.” Ex. 1204, PF 39. According to Visual Basic “[Visual Basic] creates an index on the primary key of the table and uses it to find records and to create joins between tables.” Id. Regarding each column including an OID, according to Visual Basic, “[e]ach Field in the Fields collection of a TableDef has a unique value in the OrdinalPosition property.” Id. at LR 425. Furthermore, we are persuaded that Microsoft has shown by a preponderance of the evidence that Visual Basic discloses indexing data stored in the table and a cell including a pointer to an index record, as recited in claim 54. In the cited portions above, Visual Basic discloses an index object used for creating indexes to “speed up the process of finding records.” Ex. 1204, LR 276; see also id. at PF 37, 38, PG 482. Visual Basic also discloses a cell pointing to an index object. Id. at LR 280, PG 484.” slip op. at 17

    Patent outcomesUS 6,163,775 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR
    Patents in suitUS 6,163,775
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