Kailash Gopalakrishnan

Person

San Jose, CA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Method to map convolutional layers of deep neural network on a plur...
- Patent number 12,141,513
- Issue date Nov 12, 2024
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Compression of fully connected / recurrent layers of deep network(s...
- Patent number 11,977,974
- Issue date May 7, 2024
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Exploiting fine-grained structured weight sparsity in systolic arrays
- Patent number 11,941,111
- Issue date Mar 26, 2024
- International Business Machines Corporation
- Sanchari Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Enhanced low precision binary floating-point formatting
- Patent number 11,775,257
- Issue date Oct 3, 2023
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Sparse systolic array design
- Patent number 11,669,489
- Issue date Jun 6, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hybrid floating point representation for deep learning acceleration
- Patent number 11,620,105
- Issue date Apr 4, 2023
- International Business Machines Corporation
- Naigang Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Mixed precision capable hardware for tuning a machine learning model
- Patent number 11,604,647
- Issue date Mar 14, 2023
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Statistics-aware weight quantization
- Patent number 11,551,077
- Issue date Jan 10, 2023
- International Business Machines Corporation
- Zhuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System-aware selective quantization for performance optimized distr...
- Patent number 11,551,054
- Issue date Jan 10, 2023
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Ultra-low precision floating-point fused multiply-accumulate unit
- Patent number 11,455,142
- Issue date Sep 27, 2022
- International Business Machines Corporation
- Ankur Agrawal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Reduced precision based programmable and SIMD dataflow architecture
- Patent number 11,347,517
- Issue date May 31, 2022
- International Business Machines Corporation
- Kailash Gopalakrishnan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Robust gradient weight compression schemes for deep learning applic...
- Patent number 11,295,208
- Issue date Apr 5, 2022
- International Business Machines Corporation
- Ankur Agrawal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Instruction initialization in a dataflow architecture
- Patent number 11,223,703
- Issue date Jan 11, 2022
- International Business Machines Corporation
- Brian Curran
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Facilitating data processing using SIMD reduction operations across...
- Patent number 11,216,281
- Issue date Jan 4, 2022
- International Business Machines Corporation
- Bruce Fleischer
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Facilitating neural network efficiency
- Patent number 11,195,096
- Issue date Dec 7, 2021
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Binary floating-point multiply and scale operation for compute-inte...
- Patent number 11,182,127
- Issue date Nov 23, 2021
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Floating point unit for exponential function implementation
- Patent number 11,163,533
- Issue date Nov 2, 2021
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Loop management in multi-processor dataflow architecture
- Patent number 11,138,010
- Issue date Oct 5, 2021
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hybrid floating point representation for deep learning acceleration
- Patent number 10,963,219
- Issue date Mar 30, 2021
- International Business Machines Corporation
- Naigang Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Matrix multiplication on a systolic array
- Patent number 10,769,238
- Issue date Sep 8, 2020
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Enhanced low precision binary floating-point formatting
- Patent number 10,656,913
- Issue date May 19, 2020
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep learning accelerator architecture with chunking GEMM
- Patent number 10,657,442
- Issue date May 19, 2020
- International Business Machines Corporation
- Naigang Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Very low precision floating point representation for deep learning...
- Patent number 10,592,208
- Issue date Mar 17, 2020
- International Business Machines Corporation
- Naigang Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Tightly coupled processor arrays using coarse grained reconfigurabl...
- Patent number 10,528,356
- Issue date Jan 7, 2020
- International Business Machines Corporation
- Chia-yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Matrix multiplication on a systolic array
- Patent number 10,489,484
- Issue date Nov 26, 2019
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Ambipolar synaptic devices
- Patent number 10,476,016
- Issue date Nov 12, 2019
- International Business Machines Corporation
- Ali Afzali-Ardakani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Matrix multiplication on a systolic array
- Patent number 10,261,978
- Issue date Apr 16, 2019
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Matrix multiplication on a systolic array
- Patent number 10,241,972
- Issue date Mar 26, 2019
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Tightly coupled processor arrays using coarse grained reconfigurabl...
- Patent number 10,120,685
- Issue date Nov 6, 2018
- International Business Machines Corporation
- Chia-yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Ambipolar synaptic devices
- Patent number 10,115,916
- Issue date Oct 30, 2018
- International Business Machines Corporation
- Ali Afzali-Ardakani
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
FLOATING-POINT UNIT WITH A FUSED MULTIPLY-ADD (FMA) ENGINE FOR GENE...
- Publication number 20240134600
- Publication date Apr 25, 2024
- International Business Machines Corporation
- Ankur AGRAWAL
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FUSED MULTIPLY-ADD LOGIC TO PROCESS INPUT OPERANDS INCLUDING FLOATI...
- Publication number 20240134601
- Publication date Apr 25, 2024
- International Business Machines Corporation
- Ankur AGRAWAL
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SINGLE-PRODUCER-MULTIPLE CONSUMERS SYNCHRONIZATION AND MULTICAST DA...
- Publication number 20230344667
- Publication date Oct 26, 2023
- International Business Machines Corporation
- Vijayalakshmi SRINIVASAN
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
PADDING INPUT DATA FOR ARTIFICIAL INTELLIGENCE ACCELERATORS
- Publication number 20230267003
- Publication date Aug 24, 2023
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SPARSE SYSTOLIC ARRAY DESIGN
- Publication number 20230109301
- Publication date Apr 6, 2023
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EXPLOITING FINE-GRAINED STRUCTURED WEIGHT SPARSITY IN SYSTOLIC ARRAYS
- Publication number 20230030287
- Publication date Feb 2, 2023
- International Business Machines Corporation
- Sanchari SEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REFORMATTING OF TENSORS TO PROVIDE SUB-TENSORS
- Publication number 20220405348
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SINGLE FUNCTION TO PERFORM COMBINED CONVOLUTION AND SELECT OPERATIONS
- Publication number 20220405555
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SINGLE FUNCTION TO PERFORM COMBINED MATRIX MULTIPLICATION AND BIAS...
- Publication number 20220405556
- Publication date Dec 22, 2022
- International Business Machines Corporation
- Cedric Lichtenau
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FOUR-BIT TRAINING FOR MACHINE LEARNING
- Publication number 20220180171
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION
- Publication number 20210109709
- Publication date Apr 15, 2021
- International Business Machines Corporation
- NAIGANG WANG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MIXED PRECISION CAPABLE HARDWARE FOR TUNING A MACHINE LEARNING MODEL
- Publication number 20210064372
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NEURAL NETWORK CIRCUITRY HAVING FLOATING POINT FORMAT WITH ASYMMETR...
- Publication number 20210064976
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM-AWARE SELECTIVE QUANTIZATION FOR PERFORMANCE OPTIMIZED DISTR...
- Publication number 20210064954
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MACHINE LEARNING HARDWARE HAVING REDUCED PRECISION PARAMETER COMPON...
- Publication number 20210064985
- Publication date Mar 4, 2021
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FLOATING POINT UNIT FOR EXPONENTIAL FUNCTION IMPLEMENTATION
- Publication number 20210019116
- Publication date Jan 21, 2021
- International Business Machines Corporation
- Xiao Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REDUCED PRECISION BASED PROGRAMMABLE AND SIMD DATAFLOW ARCHITECTURE
- Publication number 20200401413
- Publication date Dec 24, 2020
- International Business Machines Corporation
- Kailash GOPALAKRISHNAN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ULTRA-LOW PRECISION FLOATING-POINT FUSED MULTIPLY-ACCUMULATE UNIT
- Publication number 20200387351
- Publication date Dec 10, 2020
- International Business Machines Corporation
- Ankur AGRAWAL
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FACILITATING DATA PROCESSING USING SIMD REDUCTION OPERATIONS ACROSS...
- Publication number 20200364056
- Publication date Nov 19, 2020
- International Business Machines Corporation
- Bruce FLEISCHER
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BINARY FLOATING-POINT MULTIPLY AND SCALE OPERATION FOR COMPUTE-INTE...
- Publication number 20200310755
- Publication date Oct 1, 2020
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INSTRUCTION INITIALIZATION IN A DATAFLOW ARCHITECTURE
- Publication number 20200304598
- Publication date Sep 24, 2020
- International Business Machines Corporation
- Brian CURRAN
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION
- Publication number 20200249910
- Publication date Aug 6, 2020
- International Business Machines Corporation
- NAIGANG WANG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ENHANCED LOW PRECISION BINARY FLOATING-POINT FORMATTING
- Publication number 20200233642
- Publication date Jul 23, 2020
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADVERSARIAL INPUT IDENTIFICATION USING REDUCED PRECISION DEEP NEURA...
- Publication number 20200226459
- Publication date Jul 16, 2020
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Method to Map Convolutional Layers of Deep Neural Network on a Plur...
- Publication number 20200134105
- Publication date Apr 30, 2020
- International Business Machines Corporation
- Chia-Yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY
- Publication number 20200012706
- Publication date Jan 9, 2020
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
STATISTICS-AWARE WEIGHT QUANTIZATION
- Publication number 20190385050
- Publication date Dec 19, 2019
- International Business Machines Corporation
- Zhuo Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ENHANCED LOW PRECISION BINARY FLOATING-POINT FORMATTING
- Publication number 20190369960
- Publication date Dec 5, 2019
- International Business Machines Corporation
- Silvia Melitta Mueller
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
VERY LOW PRECISION FLOATING POINT REPRESENTATION FOR DEEP LEARNING...
- Publication number 20190339938
- Publication date Nov 7, 2019
- International Business Machines Corporation
- NAIGANG WANG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP LEARNING ACCELERATOR ARCHITECTURE WITH CHUNKING GEMM
- Publication number 20190325301
- Publication date Oct 24, 2019
- International Business Machines Corporation
- NAIGANG WANG
- G06 - COMPUTING CALCULATING COUNTING

Kailash Gopalakrishnan

Person

Patents Grantslast 30 patents

Method to map convolutional layers of deep neural network on a plur...

Compression of fully connected / recurrent layers of deep network(s...

Exploiting fine-grained structured weight sparsity in systolic arrays

Enhanced low precision binary floating-point formatting

Sparse systolic array design

Hybrid floating point representation for deep learning acceleration

Mixed precision capable hardware for tuning a machine learning model

Statistics-aware weight quantization

System-aware selective quantization for performance optimized distr...

Ultra-low precision floating-point fused multiply-accumulate unit

Reduced precision based programmable and SIMD dataflow architecture

Robust gradient weight compression schemes for deep learning applic...

Instruction initialization in a dataflow architecture

Facilitating data processing using SIMD reduction operations across...

Facilitating neural network efficiency

Binary floating-point multiply and scale operation for compute-inte...

Floating point unit for exponential function implementation

Loop management in multi-processor dataflow architecture

Hybrid floating point representation for deep learning acceleration

Matrix multiplication on a systolic array

Enhanced low precision binary floating-point formatting

Deep learning accelerator architecture with chunking GEMM

Very low precision floating point representation for deep learning...

Tightly coupled processor arrays using coarse grained reconfigurabl...

Matrix multiplication on a systolic array

Ambipolar synaptic devices

Matrix multiplication on a systolic array

Matrix multiplication on a systolic array

Tightly coupled processor arrays using coarse grained reconfigurabl...

Ambipolar synaptic devices

Patents Applicationslast 30 patents

FLOATING-POINT UNIT WITH A FUSED MULTIPLY-ADD (FMA) ENGINE FOR GENE...

FUSED MULTIPLY-ADD LOGIC TO PROCESS INPUT OPERANDS INCLUDING FLOATI...

SINGLE-PRODUCER-MULTIPLE CONSUMERS SYNCHRONIZATION AND MULTICAST DA...

PADDING INPUT DATA FOR ARTIFICIAL INTELLIGENCE ACCELERATORS

SPARSE SYSTOLIC ARRAY DESIGN

EXPLOITING FINE-GRAINED STRUCTURED WEIGHT SPARSITY IN SYSTOLIC ARRAYS

REFORMATTING OF TENSORS TO PROVIDE SUB-TENSORS

SINGLE FUNCTION TO PERFORM COMBINED CONVOLUTION AND SELECT OPERATIONS

SINGLE FUNCTION TO PERFORM COMBINED MATRIX MULTIPLICATION AND BIAS...

FOUR-BIT TRAINING FOR MACHINE LEARNING

HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION

MIXED PRECISION CAPABLE HARDWARE FOR TUNING A MACHINE LEARNING MODEL

NEURAL NETWORK CIRCUITRY HAVING FLOATING POINT FORMAT WITH ASYMMETR...

SYSTEM-AWARE SELECTIVE QUANTIZATION FOR PERFORMANCE OPTIMIZED DISTR...

MACHINE LEARNING HARDWARE HAVING REDUCED PRECISION PARAMETER COMPON...

FLOATING POINT UNIT FOR EXPONENTIAL FUNCTION IMPLEMENTATION

REDUCED PRECISION BASED PROGRAMMABLE AND SIMD DATAFLOW ARCHITECTURE

ULTRA-LOW PRECISION FLOATING-POINT FUSED MULTIPLY-ACCUMULATE UNIT

FACILITATING DATA PROCESSING USING SIMD REDUCTION OPERATIONS ACROSS...

BINARY FLOATING-POINT MULTIPLY AND SCALE OPERATION FOR COMPUTE-INTE...

INSTRUCTION INITIALIZATION IN A DATAFLOW ARCHITECTURE

HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION

ENHANCED LOW PRECISION BINARY FLOATING-POINT FORMATTING

ADVERSARIAL INPUT IDENTIFICATION USING REDUCED PRECISION DEEP NEURA...

Method to Map Convolutional Layers of Deep Neural Network on a Plur...

MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY

STATISTICS-AWARE WEIGHT QUANTIZATION

ENHANCED LOW PRECISION BINARY FLOATING-POINT FORMATTING

VERY LOW PRECISION FLOATING POINT REPRESENTATION FOR DEEP LEARNING...

DEEP LEARNING ACCELERATOR ARCHITECTURE WITH CHUNKING GEMM