Patents by Inventor Tze-Chiang HUANG

Tze-Chiang HUANG 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: 10970439
    Abstract: A System On Chip (SOC) current profile model for Integrated Voltage Regulator (IVR) co-design may be provided. A first current profile model may be extracted corresponding to an SOC at a first design stage of the SOC. Then it may be determined that an IVR and the SOC pass a first co-simulation based on the extracted first current profile model. Next, a second current profile model may be extracted corresponding to the SOC at a second design stage of the SOC. Then it may be determined that the IVR and the SOC pass a second co-simulation based on the extracted second current profile model. A third current profile model may be extracted corresponding to the SOC at a third design stage of the SOC. Then it may be determined that the IVR and the SOC pass a third co-simulation based on the extracted third current profile model.
    Type: Grant
    Filed: October 11, 2019
    Date of Patent: April 6, 2021
    Inventors: Haohua Zhou, Tze-Chiang Huang, Mei Hsu Wong
  • Publication number: 20210089696
    Abstract: A method includes receiving a source code for executing a plurality of operations associated with a machine learning algorithm, classifying each operation into a fast operation group and/or a slow operation group, defining a neuron network for executing operations of the slow operation group, and mapping the neuron network to an initial machine learning hardware configuration. The method also includes executing the slow operation group operation on the machine learning hardware configuration, finalizing the machine learning hardware configuration capable of successfully executing least one test data set.
    Type: Application
    Filed: December 8, 2020
    Publication date: March 25, 2021
    Inventors: Kai-Yuan TING, Sandeep Kumar GOEL, Tze-Chiang HUANG, Yun-Han LEE
  • Patent number: 10867089
    Abstract: Electronic system level (ESL) design and verification of the present disclosure is utilized to provide an electronic simulation of various loads on one or more batteries of an electronic device resulting from the electronic device performing one or more functional behaviors. Before this electronic simulation occurs, the electronic device is modeled using the high-level software language or the high-level software format. For example, a battery discharge model, a regulator efficiency model, a power delivery network (PDN) model, or a component power model are used to model behaviors of the one or more batteries, regulator circuitry, power delivery network (PDN) circuitry, and other electronic circuits, respectively, of the electronic device.
    Type: Grant
    Filed: July 19, 2017
    Date of Patent: December 15, 2020
    Assignee: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Charlie Zhou, Kai-Yuan Ting, Sandeep Kumar Goel, Tze-Chiang Huang, Yun-Han Lee
  • Patent number: 10867098
    Abstract: A method includes receiving a source code for executing a plurality of operations associated with a machine learning algorithm, classifying each operation into a fast operation group or a slow operation group, defining a neuron network for executing operations of the slow operation group, and mapping the neuron network to an initial machine learning hardware configuration. The method also includes executing operations of the slow operation group on the initial machine learning hardware configuration, modifying the initial machine learning hardware configuration in response to a determination that the slow group operation fails to produce an expected result in response to at least one set of inputs; and executing a fast group operation using a machine learning software code.
    Type: Grant
    Filed: September 25, 2019
    Date of Patent: December 15, 2020
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.
    Inventors: Kai-Yuan Ting, Sandeep Kumar Goel, Tze-Chiang Huang, Yun-Han Lee
  • Publication number: 20200372124
    Abstract: A method includes receiving a source code for executing a plurality of operations associated with a machine learning algorithm, classifying each operation into a fast operation group or a slow operation group, defining a neuron network for executing operations of the slow operation group, and mapping the neuron network to an initial machine learning hardware configuration. The method also includes executing operations of the slow operation group on the initial machine learning hardware configuration, modifying the initial machine learning hardware configuration in response to a determination that the slow group operation fails to produce an expected result in response to at least one set of inputs; and executing a fast group operation using a machine learning software code.
    Type: Application
    Filed: September 25, 2019
    Publication date: November 26, 2020
    Inventors: Kai-Yuan TING, Sandeep Kumar GOEL, Tze-Chiang HUANG, Yun-Han LEE
  • Publication number: 20200274685
    Abstract: An integrated circuit includes a first through fourth devices positioned over a substrate, the first device including first through third transceivers, the second device including a fourth transceiver, the third device including a fifth transceiver, and the fourth device including a sixth transceiver. A first radio frequency interconnect (RFI) includes the first transceiver coupled to the fourth transceiver through a first guided transmission medium, a second RFI includes the second transceiver coupled to the fifth transceiver through a second guided transmission medium, and a third RFI includes the third transceiver coupled to the sixth transceiver by the second guided transmission medium.
    Type: Application
    Filed: May 13, 2020
    Publication date: August 27, 2020
    Inventors: Huan-Neng CHEN, William Wu SHEN, Chewn-Pu JOU, Feng Wei KUO, Lan-Chou CHO, Tze-Chiang HUANG, Jack LIU, Yun-Han LEE
  • Patent number: 10719648
    Abstract: A method is disclosed that includes providing an IP bank, an application bank, and a technology bank; generating a hierarchical table based on the IP bank and the application bank; performing an estimation of at least one of a performance value, a power value, an area value and a cost value, which corresponds to the hierarchical table, by using the technology bank, to output an result data as a basis of fabrication of a system.
    Type: Grant
    Filed: September 8, 2016
    Date of Patent: July 21, 2020
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.
    Inventors: Tze-Chiang Huang, Kai-Yuan Ting, Sandeep Kumar Goel, Yun-Han Lee, Shereef Shehata, Mei Wong
  • Publication number: 20200175129
    Abstract: A System On Chip (SOC) current profile model for Integrated Voltage Regulator (IVR) co-design may be provided. A first current profile model may be extracted corresponding to an SOC at a first design stage of the SOC. Then it may be determined that an IVR and the SOC pass a first co-simulation based on the extracted first current profile model. Next, a second current profile model may be extracted corresponding to the SOC at a second design stage of the SOC. Then it may be determined that the IVR and the SOC pass a second co-simulation based on the extracted second current profile model. A third current profile model may be extracted corresponding to the SOC at a third design stage of the SOC. Then it may be determined that the IVR and the SOC pass a third co-simulation based on the extracted third current profile model.
    Type: Application
    Filed: October 11, 2019
    Publication date: June 4, 2020
    Inventors: Haohua Zhou, Tze-Chiang Huang, Mei Hsu Wong
  • Patent number: 10673603
    Abstract: An integrated circuit includes a first radio frequency interconnect (RFI) transceiver, a second RFI transceiver, a third RFI transceiver, a fourth RFI transceiver and a guided transmission medium. The first RFI transceiver is configured to transmit or receive a first data signal. The second RFI transceiver is configured to transmit or receive a second data signal. The third RFI transceiver is configured to transmit or receive the first data signal. The fourth RFI transceiver is configured to transmit or receive the second data signal. The guided transmission medium is configured to carry the first data signal and the second data signal. The first RFI transceiver and the second RFI transceiver are connected to the third RFI transceiver and the fourth RFI transceiver by the guided transmission medium.
    Type: Grant
    Filed: October 23, 2015
    Date of Patent: June 2, 2020
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.
    Inventors: Huan-Neng Chen, William Wu Shen, Chewn-Pu Jou, Feng Wei Kuo, Lan-Chou Cho, Tze-Chiang Huang, Jack Liu, Yun-Han Lee
  • Publication number: 20200134249
    Abstract: A true random metastable flip-flop (TRMFF) compiler generates an electrical architecture for a TRMFF chain. The compiler selects components for the TRMFF chain from a library of standard cells and logically connects these components in accordance with a primitive polynomial to generate the electrical architecture. The TRMFF chain provides a sequence of random numbers from one or more physical processes in accordance with the primitive polynomial. During operation, one or more microscopic phenomena inside and/or outside of the TRMFF chain can cause one or more low-level, statistically random entropy noise signals to be present within the TRMFF chain. The TRMFF chain advantageously utilizes the one or more low-level, statistically random entropy noise signals to provide the sequence of random numbers.
    Type: Application
    Filed: December 26, 2019
    Publication date: April 30, 2020
    Applicant: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Charlie ZHOU, Tze-Chiang HUANG, Jack LIU
  • Patent number: 10599796
    Abstract: A true random metastable flip-flop (TRMFF) compiler generates an electrical architecture for a TRMFF chain. The compiler selects components for the TRMFF chain from a library of standard cells and logically connects these components in accordance with a primitive polynomial to generate the electrical architecture. The TRMFF chain provides a sequence of random numbers from one or more physical processes in accordance with the primitive polynomial. During operation, one or more microscopic phenomena inside and/or outside of the TRMFF chain can cause one or more low-level, statistically random entropy noise signals to be present within the TRMFF chain. The TRMFF chain advantageously utilizes the one or more low-level, statistically random entropy noise signals to provide the sequence of random numbers.
    Type: Grant
    Filed: October 4, 2017
    Date of Patent: March 24, 2020
    Assignee: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Charlie Zhou, Tze-Chiang Huang, Jack Liu
  • Patent number: 10540462
    Abstract: A method includes providing a register transfer level (RTL) description of a circuit design, providing a plurality of RTL-to-gate-level mapping details by translating the RTL description into a gate-level netlist, providing one or more input/output (I/O) variables as stimulus to simulate the RTL description of the circuit design, capturing a plurality of internal operation values from the simulated RTL description at a beginning time of a specified period of time wherein the specified period of time is less than a time period required to compete a full-scale simulation, mapping the captured internal operation values to corresponding gate-level nodes of the gate-level netlist, capturing a plurality of I/O values from the I/O variables at the beginning time of the specified period of time, and simulating the circuit design in a gate-level for the specified period of time based on the mapped internal operation values and the captured I/O values.
    Type: Grant
    Filed: July 10, 2017
    Date of Patent: January 21, 2020
    Assignee: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Chih-Yuan Stephen Yu, Wenyuan Lee, Boh-Yi Huang, Brent Lui, Tze-Chiang Huang
  • Publication number: 20190332161
    Abstract: A device for power estimation is disclosed. The device includes a transformer circuit coupled with a processing circuit and a transaction interface. The transformer circuit is configured to count performance activities executed in the processing circuit and to compare count values of the performance activities with a pre-determined value to determine a power state of the processing circuit. The transaction interface is configured to receive a request from the processing circuit and record a first timestamp, and further configured to receive a response from a memory model and record a second timestamp, the transaction interface being further configured to record a time difference between the first timestamp and the second timestamp as a time difference. The transformer circuit is further configured to determine the power state of the processing circuit based on both of the count values and the time difference.
    Type: Application
    Filed: July 8, 2019
    Publication date: October 31, 2019
    Applicant: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.
    Inventors: Kai-Yuan TING, Shereef SHEHATA, Tze-Chiang HUANG, Sandeep Kumar GOEL, Mei WONG, Yun-Han LEE
  • Patent number: 10345883
    Abstract: A power state transformer, a system and a method thereof are disclosed. The power state transformer is coupled with a processing unit model. The power state transformer is configured for counting performance activities executed in the processing unit model, and further for determining a power state of the processing unit model according to count values of the performance activities.
    Type: Grant
    Filed: May 31, 2016
    Date of Patent: July 9, 2019
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.
    Inventors: Kai-Yuan Ting, Shereef Shehata, Tze-Chiang Huang, Sandeep Kumar Goel, Mei Wong, Yun-Han Lee
  • Publication number: 20180314781
    Abstract: A true random metastable flip-flop (TRMFF) complier generates an electrical architecture for a TRMFF chain. The complier selects components for the TRMFF chain from a library of standard cells and logically connects these components in accordance with a primitive polynomial to generate the electrical architecture. The TRMFF chain provides a sequence of random numbers from one or more physical processes in accordance with the primitive polynomial. During operation, one or more microscopic phenomena inside and/or outside of the TRMFF chain can cause one or more low-level, statistically random entropy noise signals to be present within the TRMFF chain. The TRMFF chain advantageously utilizes the one or more low-level, statistically random entropy noise signals to provide the sequence of random numbers.
    Type: Application
    Filed: October 4, 2017
    Publication date: November 1, 2018
    Applicant: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Charlie ZHOU, Tze-Chiang Huang, Jack Liu
  • Publication number: 20180314772
    Abstract: Electronic system level (ESL) design and verification of the present disclosure is utilized to provide an electronic simulation of a various loads on one or more batteries of an electronic device resulting from the electronic device performing one or more functional behaviors. Before this electronic simulation occurs, the electronic device is modeled using the high-level software language or the high-level software format. For example, a battery discharge model, a regulator efficiency model, a power delivery network (PDN) model, or a component power model are used to model behaviors of the one or more batteries, regulator circuitry, power delivery network (PDN) circuitry, and other electronic circuits, respectively, of the electronic device.
    Type: Application
    Filed: July 19, 2017
    Publication date: November 1, 2018
    Applicant: Taiwan Semiconductor Manufacturing Co., Ltd.
    Inventors: Charlie ZHOU, Kai-Yuan TING, Sandeep Kumar GOEL, Tze-Chiang HUANG, Yun-Han LEE
  • Patent number: 10108764
    Abstract: A method of estimating power consumption for a system on chip (SOC) includes simulating operation of a first sub-block to obtain power consumption information for the first sub-block including first activation information for a first IP block. The method further includes simulating operation of a second sub-block to obtain power consumption information for the second sub-block including second activation information for the first IP block and activation information for a plurality of second IP blocks. The method further includes determining a weighting factor for the first activation information for the first IP block, the second activation information for the first IP block and the activation information for each second IP block. The method further includes estimating power consumption for the SOC based on the first and second activation information for the first IP block, the activation information for at least one second IP block, and corresponding weighting factors.
    Type: Grant
    Filed: April 15, 2016
    Date of Patent: October 23, 2018
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.
    Inventors: Shereef Shehata, Sandeep Kumar Goel, Tze-Chiang Huang, Yun-Han Lee, Mei Wong
  • Patent number: 10101796
    Abstract: A method of estimating power consumption of a processor includes accessing an electronic system level (ESL) model of the processor, the ESL model including a plurality of functional blocks, identifying a plurality of processor events by tracing activity of the plurality of functional blocks for a plurality of machine code instructions, and calculating a first power consumption value based on the plurality of processor events. The method also includes identifying a plurality of cycles by analyzing a plurality of micro-code operation codes corresponding to the plurality of machine code instructions, calculating a second power consumption value based on the plurality of cycles, and calculating a total power consumption value from the first power consumption value summed with the second power consumption value.
    Type: Grant
    Filed: May 27, 2016
    Date of Patent: October 16, 2018
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.
    Inventors: Kai-Yuan Ting, Sandeep Kumar Goel, Tze-Chiang Huang, Yun-Han Lee
  • Publication number: 20180165394
    Abstract: A method includes providing a register transfer level (RTL) description of a circuit design, providing a plurality of RTL-to-gate-level mapping details by translating the RTL description into a gate-level netlist, providing one or more input/output (I/O) variables as stimulus to simulate the RTL description of the circuit design, capturing a plurality of internal operation values from the simulated RTL description at a beginning time of a specified period of time wherein the specified period of time is less than a time period required to compete a full-scale simulation, mapping the captured internal operation values to corresponding gate-level nodes of the gate-level netlist, capturing a plurality of I/O values from the I/O variables at the beginning time of the specified period of time, and simulating the circuit design in a gate-level for the specified period of time based on the mapped internal operation values and the captured I/O values.
    Type: Application
    Filed: July 10, 2017
    Publication date: June 14, 2018
    Inventors: Chih-Yuan Stephen YU, Wenyuan LEE, Boh-Yi HUANG, Brent LUI, Tze-Chiang HUANG
  • Patent number: 9887863
    Abstract: A transceiver group includes a plurality of transceivers; wherein the transceiver group performs transmission and receiving through a wire, and each of the transceivers includes a transmitter and a receiver, and the transmitter includes: a carrier generator arranged to generate a plurality of carriers having different frequencies for a plurality of data streams to be transmitted; a modulator, coupled to the data streams to be transmitted and the carrier generator, to generate a plurality of modulated data streams carried on the plurality of carriers; and a summer arranged to merge the plurality of modulated data streams to an output signal to the wire; and the receiver includes: a carrier generator arranged to generate a plurality of carriers having different frequencies for an input signal received from the wire; and a demodulator, coupled to the input signal and the carrier generator, to generate a plurality of demodulated data streams.
    Type: Grant
    Filed: October 16, 2015
    Date of Patent: February 6, 2018
    Assignee: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY LTD.
    Inventors: Huan-Neng Chen, William Wu Shen, Lan-Chou Cho, Feng Wei Kuo, Chewn-Pu Jou, Tze-Chiang Huang, Jack Liu, Yun-Han Lee