Jungwook Choi

Person

Elmsford, NY, 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
Low precision deep neural network enabled by compensation instructions
- Patent number 12,056,594
- Issue date Aug 6, 2024
- International Business Machines Corporation
- Swagath Venkataramani
- 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
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
Reusing an operand received from a first-in-first-out (FIFO) buffer...
- Patent number 11,620,132
- Issue date Apr 4, 2023
- International Business Machines Corporation
- Bruce Fleischer
- 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
Dynamically resizing minibatch in neural network execution
- Patent number 11,354,573
- Issue date Jun 7, 2022
- International Business Machines Corporation
- Swagath Venkataramani
- 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
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
Deep neural network performance analysis on shared memory accelerat...
- Patent number 11,188,820
- Issue date Nov 30, 2021
- International Business Machines Corporation
- Jungwook Choi
- 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
Programmable data delivery by load and store agents on a processing...
- Patent number 10,838,868
- Issue date Nov 17, 2020
- International Business Machines Corporation
- Chia-Yu Chen
- 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
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
Processor and memory transparent convolutional lowering and auto ze...
- Patent number 10,565,285
- Issue date Feb 18, 2020
- International Business Machines Corporation
- Jungwook Choi
- 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
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

Patents Applicationslast 30 patents

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
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
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
REUSING AN OPERAND IN AN INSTRUCTION SET ARCHITECTURE (ISA)
- Publication number 20200356371
- Publication date Nov 12, 2020
- International Business Machines Corporation
- Bruce FLEISCHER
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DYNAMICALLY RESIZING MINIBATCH IN NEURAL NETWORK EXECUTION
- Publication number 20200311536
- Publication date Oct 1, 2020
- International Business Machines Corporation
- Swagath Venkataramani
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROGRAMMABLE DATA DELIVERY TO A SYSTEM OF SHARED PROCESSING ELEMENT...
- Publication number 20200285579
- Publication date Sep 10, 2020
- International Business Machines Corporation
- Chia-Yu CHEN
- G06 - COMPUTING CALCULATING COUNTING
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
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
LOW PRECISION DEEP NEURAL NETWORK ENABLED BY COMPENSATION INSTRUCTIONS
- Publication number 20200005125
- Publication date Jan 2, 2020
- International Business Machines Corporation
- Swagath Venkataramani
- 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
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
Information Patent Application
MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY
- Publication number 20190236113
- Publication date Aug 1, 2019
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PROCESSOR AND MEMORY TRANSPARENT CONVOLUTIONAL LOWERING AND AUTO ZE...
- Publication number 20190188240
- Publication date Jun 20, 2019
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROBUST GRADIENT WEIGHT COMPRESSION SCHEMES FOR DEEP LEARNING APPLIC...
- Publication number 20190171935
- Publication date Jun 6, 2019
- International Business Machines Corporation
- Ankur Agrawal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
COMPRESSION OF FULLY CONNECTED / RECURRENT LAYERS OF DEEP NETWORK(S...
- Publication number 20190164050
- Publication date May 30, 2019
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FACILITATING NEURAL NETWORK EFFICIENCY
- Publication number 20190122116
- Publication date Apr 25, 2019
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP NEURAL NETWORK PERFORANCE ANALYSIS ON SHARED MEMORY ACCELERATO...
- Publication number 20190080232
- Publication date Mar 14, 2019
- International Business Machines Corporation
- Jungwook Choi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY
- Publication number 20180267936
- Publication date Sep 20, 2018
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY
- Publication number 20180267938
- Publication date Sep 20, 2018
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HETEROGENEOUS RUNAHEAD CORE FOR DATA ANALYTICS
- Publication number 20170344485
- Publication date Nov 30, 2017
- International Business Machines Corporation
- Chia-Yu Chen
- G06 - COMPUTING CALCULATING COUNTING

Jungwook Choi

Person

Patents Grantslast 30 patents

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

Low precision deep neural network enabled by compensation instructions

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

Hybrid floating point representation for deep learning acceleration

Reusing an operand received from a first-in-first-out (FIFO) buffer...

Statistics-aware weight quantization

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

Dynamically resizing minibatch in neural network execution

Reduced precision based programmable and SIMD dataflow architecture

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

Facilitating neural network efficiency

Deep neural network performance analysis on shared memory accelerat...

Loop management in multi-processor dataflow architecture

Hybrid floating point representation for deep learning acceleration

Programmable data delivery by load and store agents on a processing...

Matrix multiplication on a systolic array

Deep learning accelerator architecture with chunking GEMM

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

Processor and memory transparent convolutional lowering and auto ze...

Matrix multiplication on a systolic array

Matrix multiplication on a systolic array

Matrix multiplication on a systolic array

Patents Applicationslast 30 patents

HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION

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

REDUCED PRECISION BASED PROGRAMMABLE AND SIMD DATAFLOW ARCHITECTURE

REUSING AN OPERAND IN AN INSTRUCTION SET ARCHITECTURE (ISA)

DYNAMICALLY RESIZING MINIBATCH IN NEURAL NETWORK EXECUTION

PROGRAMMABLE DATA DELIVERY TO A SYSTEM OF SHARED PROCESSING ELEMENT...

HYBRID FLOATING POINT REPRESENTATION FOR DEEP LEARNING ACCELERATION

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

LOW PRECISION DEEP NEURAL NETWORK ENABLED BY COMPENSATION INSTRUCTIONS

STATISTICS-AWARE WEIGHT QUANTIZATION

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

DEEP LEARNING ACCELERATOR ARCHITECTURE WITH CHUNKING GEMM

MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY

PROCESSOR AND MEMORY TRANSPARENT CONVOLUTIONAL LOWERING AND AUTO ZE...

ROBUST GRADIENT WEIGHT COMPRESSION SCHEMES FOR DEEP LEARNING APPLIC...

COMPRESSION OF FULLY CONNECTED / RECURRENT LAYERS OF DEEP NETWORK(S...

FACILITATING NEURAL NETWORK EFFICIENCY

DEEP NEURAL NETWORK PERFORANCE ANALYSIS ON SHARED MEMORY ACCELERATO...

MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY

MATRIX MULTIPLICATION ON A SYSTOLIC ARRAY

HETEROGENEOUS RUNAHEAD CORE FOR DATA ANALYTICS