Inventor
DENG WEIRAN
US11 patents
Patents
11 patentsUS11475308B2Oct 18, 2022
Jointly pruning and quantizing deep neural networks
SAMSUNG ELECTRONICS CO LTD4 citations70
US11449756B2Sep 20, 2022
Method to balance sparsity for efficient inference of deep neural networks
SAMSUNG ELECTRONICS CO LTD3 citations70
US11250325B2Feb 15, 2022
Self-pruning neural networks for weight parameter reduction
SAMSUNG ELECTRONICS CO LTD2 citations70
US10657426B2May 19, 2020
Accelerating long short-term memory networks via selective pruning
SAMSUNG ELECTRONICS CO LTD2 citations70
US11907328B2Feb 20, 2024
Apparatus and method for generating efficient convolution
SAMSUNG ELECTRONICS CO LTD0 citations61
US10997272B2May 4, 2021
Apparatus and method for generating efficient convolution
SAMSUNG ELECTRONICS CO LTD0 citations61
US11461628B2Oct 4, 2022
Method for optimizing neural networks
SAMSUNG ELECTRONICS CO LTD0 citations60
US12505349B2Dec 23, 2025
Self-pruning neural networks for weight parameter reduction
SAMSUNG ELECTRONICS CO LTD0 citations59
US11151428B2Oct 19, 2021
Accelerating long short-term memory networks via selective pruning
SAMSUNG ELECTRONICS CO LTD0 citations59
US10387533B2Aug 20, 2019
Apparatus and method for generating efficient convolution
SAMSUNG ELECTRONICS CO LTD0 citations51
US11645535B2May 9, 2023
Normalization method for training deep neural networks
SAMSUNG ELECTRONICS CO LTD0 citations49