7.1 An 11.5 TOPS/W 1024-MAC butterfly structure dual-core sparsity-aware neural processing unit in 8nm flagship mobile SoC J Song, Y Cho, JS Park, JW Jang, S Lee, JH Song, JG Lee, I Kang 2019 IEEE international solid-state circuits conference-(ISSCC), 130-132, 2019 | 143 | 2019 |
Sparsity-aware and re-configurable NPU architecture for Samsung flagship mobile SoC JW Jang, S Lee, D Kim, H Park, AS Ardestani, Y Choi, C Kim, Y Kim, H Yu, ... 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 106 | 2021 |
9.5 A 6K-MAC feature-map-sparsity-aware neural processing unit in 5nm flagship mobile SoC JS Park, JW Jang, H Lee, D Lee, S Lee, H Jung, S Lee, S Kwon, K Jeong, ... 2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 152-154, 2021 | 56 | 2021 |
A systolic dataflow based accelerator for CNNs S Das, A Roy, KK Chandrasekharan, A Deshwal, S Lee 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 21 | 2020 |
WinDConv: A fused datapath CNN accelerator for power-efficient edge devices G Mahale, P Udupa, KK Chandrasekharan, S Lee IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 8 | 2020 |
IKW: Inter-kernel weights for power efficient edge computing P Udupa, G Mahale, KK Chandrasekharan, S Lee IEEE Access 8, 90450-90464, 2020 | 8 | 2020 |
Accelerating depthwise convolution and pooling operations on Z-first storage CNN architectures P Udupa, G Mahale, KK Chandrasekharan, S Lee 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 5 | 2020 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, SH Lee, S Joonho, ... US Patent 12,086,700, 2024 | 1 | 2024 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, SH Lee, S Joonho, ... US Patent 11,775,801, 2023 | 1 | 2023 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, SH Lee, S Joonho, ... US Patent 11,775,802, 2023 | 1 | 2023 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, S Lee, S Joonho, ... US Patent 12,099,912, 2024 | | 2024 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, SH Lee, S Joonho, ... US Patent 12,073,302, 2024 | | 2024 |
Neural processor I Ovsiannikov, AS Ardestani, JH Hassoun, L Wang, SH Lee, S Joonho, ... US Patent App. 18/601,739, 2024 | | 2024 |
IKW: Inter-Kernel Weights for Power Efficient Edge Computing KK CHANDRASEKHARAN, S LEE | | |
Method and apparatus with neural network performing deconvolution JJ Joonho SONG, SeHwan Lee US Patent US16/107,717, 0 | | |
Neural network method and apparatus YC SeHwan Lee, Leesup KIM, Hyeonuk Kim, Jaehyeong SIM US Patent US10,699,160, 0 | | |
Method and apparatus with convolution neural network processing SH Lee US Patent US20200250842A1, 0 | | |
Method and apparatus with neural network convolution operations DJOO Joonho SONG,Namjoon KIM,SeHwan Lee US Patent US20230169340A1, 0 | | |
Method and apparatus for processing computation of zero value in processing of layers in neural network KKC Saptarsi Das,Sabitha KUSUMA,SeHwan Lee,Ankur DESHWAL US Patent US11915118B2, 0 | | |
Electronic device and method for inference binary and ternary neural networks SHL Arnab Roy,Saptarsi Das,Ankur DESHWAL,Kiran Kolar CHANDRASEK HARAN US Patent US20210150313A1, 0 | | |