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A 28-nm 18.7 TOPS/mm 2 89.4-to-234.6 TOPS/W 8b Single-Finger eDRAM Compute-in-Memory Macro With Bit-Wise Sparsity Aware and Kernel-Wise Weight Update/Refresh
Journal article
Zhan, Yi, Yu, Wei Han, Un, Ka Fai, Martins, Rui P., Mak, Pui In. A 28-nm 18.7 TOPS/mm 2 89.4-to-234.6 TOPS/W 8b Single-Finger eDRAM Compute-in-Memory Macro With Bit-Wise Sparsity Aware and Kernel-Wise Weight Update/Refresh[J]. IEEE Journal of Solid-State Circuits, 2024, 59(11), 3866-3876.
Authors:
Zhan, Yi
;
Yu, Wei Han
;
Un, Ka Fai
;
Martins, Rui P.
;
Mak, Pui In
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
4.6
/
5.6
|
Submit date:2024/05/16
Compute-in-memory (Cim)
Deep Neural Network (Dnn)
Embedded Dynamic Random Access Memory (Edram)
Input-sparsity
Single-finger (Sf)
Weight Update/refresh
Interfacial magnetic spin Hall effect in van der Waals Fe3GeTe2/MoTe2 heterostructure
Journal article
Dai, Yudi, Xiong, Junlin, Ge, Yanfeng, Cheng, Bin, Wang, Lizheng, Wang, Pengfei, Liu, Zenglin, Yan, Shengnan, Zhang, Cuiwei, Xu, Xianghan, Shi, Youguo, Cheong, Sang Wook, Xiao, Cong, Yang, Shengyuan A., Liang, Shi Jun, Miao, Feng. Interfacial magnetic spin Hall effect in van der Waals Fe3GeTe2/MoTe2 heterostructure[J]. Nature Communications, 2024, 15(1), 1129.
Authors:
Dai, Yudi
;
Xiong, Junlin
;
Ge, Yanfeng
;
Cheng, Bin
;
Wang, Lizheng
; et al.
Favorite
|
TC[WOS]:
2
TC[Scopus]:
2
IF:
14.7
/
16.1
|
Submit date:2024/05/16
Random-access Memory
An FPGA-Based Transformer Accelerator Using Output Block Stationary Dataflow for Object Recognition Applications
Journal article
Zhao, Zhongyu, Cao, Rujian, Un, Ka Fai, Yu, Wei Han, Mak, Pui In, Martins, Rui P.. An FPGA-Based Transformer Accelerator Using Output Block Stationary Dataflow for Object Recognition Applications[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(1), 281-285.
Authors:
Zhao, Zhongyu
;
Cao, Rujian
;
Un, Ka Fai
;
Yu, Wei Han
;
Mak, Pui In
; et al.
Favorite
|
TC[WOS]:
8
TC[Scopus]:
12
IF:
4.0
/
3.7
|
Submit date:2022/08/08
Transformers
Energy Efficiency
Broadcasting
Convolutional Neural Networks
Integrated Circuit Modeling
Field Programmable Gate Arrays
Random Access Memory
Dataflow
Digital Accelerator
Energy-efficient
Field-programmable Gate Array (Fpga)
Energy Efficiency
Image Recognition
Transformer
Caching Hybrid Rotation: A Memory Access Optimization Method for CNN on FPGA
Journal article
Dong,Dong, Jiang,Hongxu, Wei,Xuekai. Caching Hybrid Rotation: A Memory Access Optimization Method for CNN on FPGA[J]. Journal of Circuits, Systems and Computers, 2023, 32(13).
Authors:
Dong,Dong
;
Jiang,Hongxu
;
Wei,Xuekai
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
0.9
/
0.9
|
Submit date:2023/08/03
Caching Hybrid Rotation
Cnn
Feature Map Partition
Fpga
Memory Access
An FPGA-Based Energy-Efficient Reconfigurable Depthwise Separable Convolution Accelerator for Image Recognition
Journal article
Lei Xuan, Ka-Fai Un, Chi-Seng Lam, Rui P. Martins. An FPGA-Based Energy-Efficient Reconfigurable Depthwise Separable Convolution Accelerator for Image Recognition[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2022, 69(10), 4003-4007.
Authors:
Lei Xuan
;
Ka-Fai Un
;
Chi-Seng Lam
;
Rui P. Martins
Favorite
|
TC[WOS]:
26
TC[Scopus]:
26
IF:
4.0
/
3.7
|
Submit date:2022/06/14
Frequency Modulation
Field Programmable Gate Arrays
Energy Efficiency
Memory Management
Random Access Memory
Arrays
Computational Cost
Convolutional Neural Network (Cnn)
Field-programmable Gate Array (Fpga)
Mobilenetv2
Neural Network
Quantization
A 108 F2/Bit Fully Reconfigurable RRAM PUF Based on Truly Random Dynamic Entropy of Jitter Noise
Journal article
Zhao,Qiang, Zheng,Wenhan, Zhao,Xiaojin, Cao,Yuan, Zhang,Feng, Law,Man Kay. A 108 F2/Bit Fully Reconfigurable RRAM PUF Based on Truly Random Dynamic Entropy of Jitter Noise[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, 67(11), 3866-3879.
Authors:
Zhao,Qiang
;
Zheng,Wenhan
;
Zhao,Xiaojin
;
Cao,Yuan
;
Zhang,Feng
; et al.
Favorite
|
TC[WOS]:
25
TC[Scopus]:
26
IF:
5.2
/
4.5
|
Submit date:2021/03/11
Dynamic Entropy Source
Full Reconfigurability
High Reliability
Physical Unclonable Function
Resistive Random Access Memory
True Random Number Generator