Weiran DENG

Person

Woodland Hills, CA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Apparatus and method for generating efficient convolution
- Patent number 11,907,328
- Issue date Feb 20, 2024
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Normalization method for training deep neural networks
- Patent number 11,645,535
- Issue date May 9, 2023
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Jointly pruning and quantizing deep neural networks
- Patent number 11,475,308
- Issue date Oct 18, 2022
- Samsung Electronics Co., Ltd.
- Georgios Georgiadis
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method for optimizing neural networks
- Patent number 11,461,628
- Issue date Oct 4, 2022
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method to balance sparsity for efficient inference of deep neural n...
- Patent number 11,449,756
- Issue date Sep 20, 2022
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Self-pruning neural networks for weight parameter reduction
- Patent number 11,250,325
- Issue date Feb 15, 2022
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Accelerating long short-term memory networks via selective pruning
- Patent number 11,151,428
- Issue date Oct 19, 2021
- Samsung Electronics Co., Ltd.
- Georgios Georgiadis
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Apparatus and method for generating efficient convolution
- Patent number 10,997,272
- Issue date May 4, 2021
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Accelerating long short-term memory networks via selective pruning
- Patent number 10,657,426
- Issue date May 19, 2020
- Samsung Electronics Co., Ltd.
- Georgios Georgiadis
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Apparatus and method for generating efficient convolution
- Patent number 10,387,533
- Issue date Aug 20, 2019
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
Method for Optimizing Neural Networks
- Publication number 20230153580
- Publication date May 18, 2023
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
JOINTLY PRUNING AND QUANTIZING DEEP NEURAL NETWORKS
- Publication number 20230004813
- Publication date Jan 5, 2023
- Samsung Electronics Co., Ltd.
- Georgios GEORGIADIS
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELF-PRUNING NEURAL NETWORKS FOR WEIGHT PARAMETER REDUCTION
- Publication number 20220129756
- Publication date Apr 28, 2022
- Samsung Electronics Co., Ltd.
- Weiran DENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION
- Publication number 20210192009
- Publication date Jun 24, 2021
- Samsung Electronics Co., Ltd.
- Weiran DENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
JOINTLY PRUNING AND QUANTIZING DEEP NEURAL NETWORKS
- Publication number 20200293893
- Publication date Sep 17, 2020
- Samsung Electronics Co., Ltd.
- Georgios GEORGIADIS
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NEAR-INFRARED SPECTROSCOPY (NIR) BASED GLUCOSE PREDICTION USING DEE...
- Publication number 20200293882
- Publication date Sep 17, 2020
- Samsung Electronics Co., Ltd.
- Liu LIU
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCELERATING LONG SHORT-TERM MEMORY NETWORKS VIA SELECTIVE PRUNING
- Publication number 20200234089
- Publication date Jul 23, 2020
- Samsung Electronics Co., Ltd.
- Georgios GEORGIADIS
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD TO BALANCE SPARSITY FOR EFFICIENT INFERENCE OF DEEP NEURAL N...
- Publication number 20200097830
- Publication date Mar 26, 2020
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NORMALIZATION METHOD FOR TRAINING DEEP NEURAL NETWORKS
- Publication number 20200097829
- Publication date Mar 26, 2020
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION
- Publication number 20190325004
- Publication date Oct 24, 2019
- SAMSUNG ELECTRONICS CO., LTD.
- Weiran DENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCELERATING LONG SHORT-TERM MEMORY NETWORKS VIA SELECTIVE PRUNING
- Publication number 20190228274
- Publication date Jul 25, 2019
- Samsung Electronics Co., Ltd.
- Georgios GEORGIADIS
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELF-PRUNING NEURAL NETWORKS FOR WEIGHT PARAMETER REDUCTION
- Publication number 20190180184
- Publication date Jun 13, 2019
- Samsung Electronics Co., Ltd.
- Weiran DENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Method for Optimizing Neural Networks
- Publication number 20190138896
- Publication date May 9, 2019
- Samsung Electronics Co., Ltd.
- Weiran Deng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHODS AND ALGORITHMS OF REDUCING COMPUTATION FOR DEEP NEURAL NETW...
- Publication number 20190050735
- Publication date Feb 14, 2019
- Samsung Electronics Co., Ltd.
- Zhengping JI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION
- Publication number 20180349317
- Publication date Dec 6, 2018
- SAMSUNG ELECTRONICS CO., LTD.
- Weiran DENG
- G06 - COMPUTING CALCULATING COUNTING

Weiran DENG

Person

Patents Grantslast 30 patents

Apparatus and method for generating efficient convolution

Normalization method for training deep neural networks

Jointly pruning and quantizing deep neural networks

Method for optimizing neural networks

Method to balance sparsity for efficient inference of deep neural n...

Self-pruning neural networks for weight parameter reduction

Accelerating long short-term memory networks via selective pruning

Apparatus and method for generating efficient convolution

Accelerating long short-term memory networks via selective pruning

Apparatus and method for generating efficient convolution

Patents Applicationslast 30 patents

Method for Optimizing Neural Networks

JOINTLY PRUNING AND QUANTIZING DEEP NEURAL NETWORKS

SELF-PRUNING NEURAL NETWORKS FOR WEIGHT PARAMETER REDUCTION

APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION

JOINTLY PRUNING AND QUANTIZING DEEP NEURAL NETWORKS

NEAR-INFRARED SPECTROSCOPY (NIR) BASED GLUCOSE PREDICTION USING DEE...

ACCELERATING LONG SHORT-TERM MEMORY NETWORKS VIA SELECTIVE PRUNING

METHOD TO BALANCE SPARSITY FOR EFFICIENT INFERENCE OF DEEP NEURAL N...

NORMALIZATION METHOD FOR TRAINING DEEP NEURAL NETWORKS

APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION

ACCELERATING LONG SHORT-TERM MEMORY NETWORKS VIA SELECTIVE PRUNING

SELF-PRUNING NEURAL NETWORKS FOR WEIGHT PARAMETER REDUCTION

Method for Optimizing Neural Networks

METHODS AND ALGORITHMS OF REDUCING COMPUTATION FOR DEEP NEURAL NETW...

APPARATUS AND METHOD FOR GENERATING EFFICIENT CONVOLUTION