Patents by Inventor Michael H. Wood

Michael H. Wood has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11848106
    Abstract: A clinical event outcome scoring system and method are used to determine a Severity of Illness Clinical Key (SICK) score, which is a probable degree of successful outcome for a patient about to undergo a specific clinical event, such as for example, coronary bypass surgery, hip replacement, bariatric surgery, discharge from a hospital for home recovery, a course of chemotherapy, radiation, or other treatment protocol. The system and method analyzes historical patient data to generate a statistical model for each specific clinical event of interest, which can then be used to determine a SICK score for a patient about to undergo the same clinical event. In some embodiments, the statistical model can be “fine-tuned” to render subcategories of statistical models tailored for certain patient populations about to undergo the same clinical event.
    Type: Grant
    Filed: March 29, 2021
    Date of Patent: December 19, 2023
    Inventor: Michael H. Wood
  • Patent number: 10691853
    Abstract: A system and method to perform timing analysis in integrated circuit development involves defining an integrated circuit design as nodes representing components of the integrated circuit design that are interconnected by edges representing wires. Sequentially connected nodes define a path. Statistical variables are defined for a canonical delay model of each node and edge of the integrated circuit design and define a first set of conditions. The method includes performing a statistical static timing analysis to obtain an arrival time at each node as a sum of the canonical delay models for nodes and edges that precede the node in the path of the node, obtaining a projected arrival time at a second set of conditions for the node by scaling the arrival time for the node using scale factors that represent the second set of conditions and using a transformation matrix, and providing the integrated circuit design for fabrication.
    Type: Grant
    Filed: October 24, 2018
    Date of Patent: June 23, 2020
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric Foreman, James Gregerson, Gregory Schaeffer, Michael H. Wood
  • Publication number: 20200134114
    Abstract: A system and method to perform timing analysis in integrated circuit development involves defining an integrated circuit design as nodes representing components of the integrated circuit design that are interconnected by edges representing wires. Sequentially connected nodes define a path. Statistical variables are defined for a canonical delay model of each node and edge of the integrated circuit design and define a first set of conditions. The method includes performing a statistical static timing analysis to obtain an arrival time at each node as a sum of the canonical delay models for nodes and edges that precede the node in the path of the node, obtaining a projected arrival time at a second set of conditions for the node by scaling the arrival time for the node using scale factors that represent the second set of conditions and using a transformation matrix, and providing the integrated circuit design for fabrication.
    Type: Application
    Filed: October 24, 2018
    Publication date: April 30, 2020
    Inventors: Eric Foreman, James Gregerson, Gregory Schaeffer, Michael H. Wood
  • Publication number: 20190362043
    Abstract: A system and method involves partitioning a design of an integrated circuit into two or more hierarchical levels. A lowest level includes macros and a higher level includes some or all of the macros. Each of the macros includes two or more components. A macro timing model corresponding with each of the macros indicates a delay through the macro. The macro timing model corresponding with ones of the macros that are part of the higher level are loaded to perform higher-level timing analysis, which indicates a delay through the ones of the macros that are part of the higher level. Modified macro timing models corresponding with one or more of the macros are generated, and only the modified macro timing models associated with the macros that are part of the higher level modify corresponding loaded macro timing models to continue the higher-level timing analysis.
    Type: Application
    Filed: May 24, 2018
    Publication date: November 28, 2019
    Inventors: Hemlata Gupta, Alexander Suess, Adil Bhanji, Nathan Buck, Michel P. Robert, Edward Hughes, Kerim Kalafala, Jennifer E. Basile, Jack DiLullo, Adam Matheny, Michael H. Wood
  • Patent number: 10372851
    Abstract: A design and timing model for at least one circuit path of at least a portion of an IC design is loaded into a computer. At least one canonical clock variable associated with the model is defined; it includes at least one source of variation. The computer is used to perform an SSTA of the at least one circuit path, based on the design and timing model and the at least one canonical clock variable, to obtain slack canonical data. A clock period is projected, based on the slack canonical data, such that a cycle time canonical is projected to a different space than a logic canonical. Results of the SSTA and the projected clock period are output to determine performance compliance. Efficient operation of the computer is enhanced by analyzing a slack vector in a single timing run, loaded once, and multithreading timing propagation.
    Type: Grant
    Filed: May 11, 2017
    Date of Patent: August 6, 2019
    Assignee: International Business Machines Corporation
    Inventors: Nathan Buck, Sean M. Carey, Peter C. Elmendorf, Eric A. Foreman, Jeffrey G. Hemmett, Lyle Jackson, Kerim Kalafala, Stephen G. Shuma, Michael H. Wood
  • Patent number: 10354046
    Abstract: A method, system, and compute program product use a generalized macro or a generalized macro timing abstract for timing analysis in a specific timing context. The method includes setting up a timer, and determining a divide ratio of each external clock divider of one or more external clock dividers associated with the generalized macro or the generalized macro timing abstract programmatically as a function of another value. The method also includes performing the timing analysis using the divide ratios of the one or more external clock dividers. Obtaining a physical implementation of an integrated circuit is based on the timing analysis.
    Type: Grant
    Filed: November 13, 2017
    Date of Patent: July 16, 2019
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Naiju K Abdul, Jennifer E. Basile, Hemlata Gupta, Kerim Kalafala, Jeremy J. Leitzen, Stephen G. Shuma, Manish Verma, James D. Warnock, Michael H. Wood
  • Publication number: 20180330032
    Abstract: A design and timing model for at least one circuit path of at least a portion of an IC design is loaded into a computer. At least one canonical clock variable associated with the model is defined; it includes at least one source of variation. The computer is used to perform an SSTA of the at least one circuit path, based on the design and timing model and the at least one canonical clock variable, to obtain slack canonical data. A clock period is projected, based on the slack canonical data, such that a cycle time canonical is projected to a different space than a logic canonical. Results of the SSTA and the projected clock period are output to determine performance compliance. Efficient operation of the computer is enhanced by analyzing a slack vector in a single timing run, loaded once, and multithreading timing propagation.
    Type: Application
    Filed: May 11, 2017
    Publication date: November 15, 2018
    Inventors: Nathan Buck, Sean M. Carey, Peter C. Elmendorf, Eric A. Foreman, Jeffrey G. Hemmett, Lyle Jackson, Kerim Kalafala, Stephen G. Shuma, Michael H. Wood
  • Patent number: 9934341
    Abstract: A first open path in a microprocessor design is identified. At least one modification to a design of that first open path is simulated. An updated arrival time at a pin is calculated based on the simulated modification or modifications. An updated path time is then calculated based on the updated arrival time.
    Type: Grant
    Filed: November 11, 2015
    Date of Patent: April 3, 2018
    Assignee: International Business Machines Corporation
    Inventors: Christopher J. Berry, Chris A. Cavitt, Adam P. Matheny, Jose L. Neves, Jesse P. Surprise, Michael H. Wood
  • Patent number: 9928322
    Abstract: A first open path in a microprocessor design is identified. At least one modification to a design of that first open path is simulated. An updated arrival time at a pin is calculated based on the simulated modification or modifications. An updated path time is then calculated based on the updated arrival time.
    Type: Grant
    Filed: April 22, 2016
    Date of Patent: March 27, 2018
    Assignee: International Business Machines Corporation
    Inventors: Christopher J. Berry, Chris A. Cavitt, Adam P. Matheny, Jose L. Neves, Jesse P. Surprise, Michael H. Wood
  • Publication number: 20180068051
    Abstract: A method, system, and compute program product use a generalized macro or a generalized macro timing abstract for timing analysis in a specific timing context. The method includes setting up a timer, and determining a divide ratio of each external clock divider of one or more external clock dividers associated with the generalized macro or the generalized macro timing abstract programmatically as a function of another value. The method also includes performing the timing analysis using the divide ratios of the one or more external clock dividers. Obtaining a physical implementation of an integrated circuit is based on the timing analysis.
    Type: Application
    Filed: November 13, 2017
    Publication date: March 8, 2018
    Inventors: Naiju K. Abdul, Jennifer E. Basile, Hemlata Gupta, Kerim Kalafala, Jeremy J. Leitzen, Stephen G. Shuma, Manish Verma, James D. Warnock, Michael H. Wood
  • Patent number: 9910954
    Abstract: A method, system, and compute program product use a generalized macro or a generalized macro timing abstract for a timing analysis in a specific timing context. The method includes setting up a timer, and determining a divide ratio of each external clock divider of one or more external clock dividers associated with the generalized macro or the generalized macro timing abstract programmatically as a function of another value. The method also includes performing the timing analysis using the divide ratios of the one or more external clock dividers. Obtaining a physical implementation of an integrated circuit is based on the timing analysis.
    Type: Grant
    Filed: May 26, 2016
    Date of Patent: March 6, 2018
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Naiju K. Abdul, Jennifer E. Basile, Hemlata Gupta, Kerim Kalafala, Jeremy J. Leitzen, Stephen G. Shuma, Manish Verma, James D. Warnock, Michael H. Wood
  • Publication number: 20170344693
    Abstract: A method, system, and compute program product use a generalized macro or a generalized macro timing abstract for a timing analysis in a specific timing context. The method includes setting up a timer, and determining a divide ratio of each external clock divider of one or more external clock dividers associated with the generalized macro or the generalized macro timing abstract programmatically as a function of another value. The method also includes performing the timing analysis using the divide ratios of the one or more external clock dividers. Obtaining a physical implementation of an integrated circuit is based on the timing analysis.
    Type: Application
    Filed: May 26, 2016
    Publication date: November 30, 2017
    Inventors: Naiju K. Abdul, Jennifer E. Basile, Hemlata Gupta, Kerim Kalafala, Jeremy J. Leitzen, Stephen G. Shuma, Manish Verma, James D. Warnock, Michael H. Wood
  • Patent number: 9727687
    Abstract: A computer-implemented method for calculating an effect on timing of moving a pin from an edge position to an inboard position in processing large block synthesis (LBS). The method includes determining first timing details at the inboard position, based on internal wire segments between a signal source and the inboard position. The method further includes selecting an upper metal layer as a virtual wire between the edge position and the inboard position. The method further includes calculating capacitance and resistance of the virtual wire. The method further includes updating driver strength of a driver between the signal source and the inboard position. The method further includes determining second timing details at the inboard position, based on wire loads of the virtual wire. The method further includes modifying an assertion of the pin at the inboard position, based on the first timing details and the second timing details.
    Type: Grant
    Filed: October 28, 2015
    Date of Patent: August 8, 2017
    Assignee: International Business Machines Corporation
    Inventors: Lukas Daellenbach, Niels Fricke, Michael H. Wood
  • Patent number: 9710594
    Abstract: A method of performing variation aware timing analysis for an integrated circuit, a system, and a computer program product are described. The method includes determining one or more voltage waveforms at an output of a first component of the integrated circuit based on respective one or more first processing conditions, and storing waveform information based on the one or more voltage waveforms. The method also includes obtaining an input voltage waveform at an input of a second component of the integrated circuit for a second processing condition based on processing the waveform information, the output of the first component being the input of the second component, and performing the variation aware timing analysis for the second component based on the input voltage waveform.
    Type: Grant
    Filed: November 10, 2015
    Date of Patent: July 18, 2017
    Assignee: INTERNATIONAL BUSINESS MACHINES
    Inventors: Kerim Kalafala, SheshaShayee K. Raghunathan, Debjit Sinha, Michael H. Wood, Vladimir Zolotov
  • Publication number: 20170132353
    Abstract: A method of performing variation aware timing analysis for an integrated circuit, a system, and a computer program product are described. The method includes determining one or more voltage waveforms at an output of a first component of the integrated circuit based on respective one or more first processing conditions, and storing waveform information based on the one or more voltage waveforms. The method also includes obtaining an input voltage waveform at an input of a second component of the integrated circuit for a second processing condition based on processing the waveform information, the output of the first component being the input of the second component, and performing the variation aware timing analysis for the second component based on the input voltage waveform.
    Type: Application
    Filed: November 10, 2015
    Publication date: May 11, 2017
    Inventors: Kerim Kalafala, SheshaShayee K. Raghunathan, Debjit Sinha, Michael H. Wood, Vladimir Zolotov
  • Publication number: 20170132340
    Abstract: A first open path in a microprocessor design is identified. At least one modification to a design of that first open path is simulated. An updated arrival time at a pin is calculated based on the simulated modification or modifications. An updated path time is then calculated based on the updated arrival time.
    Type: Application
    Filed: November 11, 2015
    Publication date: May 11, 2017
    Inventors: Christopher J. Berry, Chris A. Cavitt, Adam P. Matheny, Jose L. Neves, Jesse P. Surprise, Michael H. Wood
  • Publication number: 20170132341
    Abstract: A first open path in a microprocessor design is identified. At least one modification to a design of that first open path is simulated. An updated arrival time at a pin is calculated based on the simulated modification or modifications. An updated path time is then calculated based on the updated arrival time.
    Type: Application
    Filed: April 22, 2016
    Publication date: May 11, 2017
    Inventors: Christopher J. Berry, Chris A. Cavitt, Adam P. Matheny, Jose L. Neves, Jesse P. Surprise, Michael H. Wood
  • Patent number: 9646122
    Abstract: Systems and methods compute a mean timing value of an integrated circuit design for variables using a first timing calculation of relatively higher accuracy; and calculate a first timing value of the integrated circuit design for the variables, using a second timing calculation having a relatively lower accuracy. Such systems and methods calculate second timing values of the integrated circuit design for additional sets of variables using the second timing calculation; and calculate finite differences of each of the second timing values to the first timing value. Thus, these systems and methods calculate a statistical sensitivity of the first timing value to the additional sets of variables based on the finite differences. Further, such systems and methods calculate a statistical sensitivity of the mean timing value to the additional sets of values based on the statistical sensitivity of the first timing value to the additional sets of values.
    Type: Grant
    Filed: August 12, 2016
    Date of Patent: May 9, 2017
    Assignee: International Business Machines Corporation
    Inventors: Eric A. Foreman, Jeffrey G. Hemmett, Kerim Kalafala, Gregory M. Schaeffer, Stephen G. Shuma, Alexander J. Suess, Chandramouli Visweswariah, Michael H. Wood
  • Patent number: 9607124
    Abstract: The timing analysis of an integrated chip component using dynamic load sensitive timing feedback constraints maintaining the timing accuracy for all the boundary paths is achieved by capturing a reduced order representation for parasitic load within a component for each of its primary input and primary output along with sensitivities of the arrival time, the slew and the required arrival time to the load representation at the component parent level of hierarchy as part of generating load sensitive feedback constraints. During the out-of-context timing closure of the component, the base load representation and the sensitivities, and an updated load representation enables the calculation of the updated boundary constraint for an accurate timing analysis. The accuracy improvement increases a chip designer productivity during timing closure resulting in a shortened time to take the chip design through timing closure to manufacturing.
    Type: Grant
    Filed: April 21, 2015
    Date of Patent: March 28, 2017
    Assignee: International Business Machines Corporation
    Inventors: Adil Bhanji, Kerim Kalafala, Ravichander Ledalla, Debjit Sinha, Chandramouli Visweswariah, Michael H. Wood
  • Publication number: 20160364513
    Abstract: Systems and methods compute a mean timing value of an integrated circuit design for variables using a first timing calculation of relatively higher accuracy; and calculate a first timing value of the integrated circuit design for the variables, using a second timing calculation having a relatively lower accuracy. Such systems and methods calculate second timing values of the integrated circuit design for additional sets of variables using the second timing calculation; and calculate finite differences of each of the second timing values to the first timing value. Thus, these systems and methods calculate a statistical sensitivity of the first timing value to the additional sets of variables based on the finite differences. Further, such systems and methods calculate a statistical sensitivity of the mean timing value to the additional sets of values based on the statistical sensitivity of the first timing value to the additional sets of values.
    Type: Application
    Filed: August 12, 2016
    Publication date: December 15, 2016
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric A. Foreman, Jeffrey G. Hemmett, Kerim Kalafala, Gregory M. Schaeffer, Stephen G. Shuma, Alexander J. Suess, Chandramouli Visweswariah, Michael H. Wood