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An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications
Journal article
Cao, Rujian, Zhao, Zhongyu, Un, Ka Fai, Yu, Wei Han, Martins, Rui P., Mak, Pui In. An FPGA-Based Transformer Accelerator With Parallel Unstructured Sparsity Handling for Question-Answering Applications[J]. IEEE Transactions on Circuits and Systems II-Express Briefs, 2024, 71(11), 4688-4692.
Authors:
Cao, Rujian
;
Zhao, Zhongyu
;
Un, Ka Fai
;
Yu, Wei Han
;
Martins, Rui P.
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
4.0
/
3.7
|
Submit date:2024/10/10
Sparse Matrices
Computational Modeling
Transformers
Hardware
Energy Efficiency
Circuits
Throughput
Dataflow
Digital Accelerator
Energy-efficient
Field-programmable Gate Array (Fpga)
Sparsity
Transformer
A Cross-Coupled Hybrid Switched-Capacitor Buck Converter With Extended Conversion Range and Enhanced DCR Loss Reduction
Journal article
Qiaobo Ma, Huihua Li, Xiongjie Zhan, Anyang Zhao, Yang Jiang, Man-Kay Law, Rui P. Martins, Pui-In Mak. A Cross-Coupled Hybrid Switched-Capacitor Buck Converter With Extended Conversion Range and Enhanced DCR Loss Reduction[J]. IEEE Journal of Solid-State Circuits, 2024, 59(10), 3192-3203.
Authors:
Qiaobo Ma
;
Huihua Li
;
Xiongjie Zhan
;
Anyang Zhao
;
Yang Jiang
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
4.6
/
5.6
|
Submit date:2024/08/29
Cross-coupled
Dc Resistance (Dcr)
Hybrid Switched-capacitor (Sc)
Inductor Current Reduction
Level Shifter
A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes
Journal article
He, Pengyu, Zhao, Yuanzhe, Xie, Heng, Wang, Yang, Yin, Shouyi, Li, Li, Zhu, Yan, Martins, Rui P., Chan, Chi Hang, Zhang, Minglei. A Reconfigurable Floating-Point Compute-In-Memory With Analog Exponent Pre-Processes[J]. IEEE Solid-State Circuits Letters, 2024, 7, 271-274.
Authors:
He, Pengyu
;
Zhao, Yuanzhe
;
Xie, Heng
;
Wang, Yang
;
Yin, Shouyi
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2024/10/10
Compute-in-memory Macro(Cim)
Exponent Pre-process
Floating-point(Fp)
Reconfigurable
Segmented Computation
Exploring the impact of women-specific reproductive factors on phenotypic aging and the role of life’s essential 8
Journal article
Zheng, Xin, Chen, Yue, Lin, Shi Qi, Liu, Chen Ning, Liu, Tong, Liu, Chen An, Wang, Zi Wen, Liu, Xiao Yue, Shi, Jin Yu, Bu, Zhao Ting, Xie, Hai Lun, Zhang, He Yang, Zhao, Hong, Li, Shu Qun, Li, Xiang Rui, Deng, Li, Shi, Han Ping. Exploring the impact of women-specific reproductive factors on phenotypic aging and the role of life’s essential 8[J]. Nutrition Journal, 2024, 23(1), 96.
Authors:
Zheng, Xin
;
Chen, Yue
;
Lin, Shi Qi
;
Liu, Chen Ning
;
Liu, Tong
; et al.
Favorite
|
TC[WOS]:
1
TC[Scopus]:
1
IF:
4.4
/
4.6
|
Submit date:2024/09/03
Aging
Life’s Essential 8
Phenotypic Age
Women-specific Reproductive Factors
An FPGA-Based Transformer Accelerator with Parallel Unstructured Sparsity Handling for Question-Answering Applications
Journal article
CAO RUJIAN, ZHAO ZHONGYU, UN KA FAI, YU WEI HAN, RUI P. MARTINS, MAK PUI IN. An FPGA-Based Transformer Accelerator with Parallel Unstructured Sparsity Handling for Question-Answering Applications[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2024.
Authors:
CAO RUJIAN
;
ZHAO ZHONGYU
;
UN KA FAI
;
YU WEI HAN
;
RUI P. MARTINS
; et al.
Favorite
|
|
Submit date:2024/08/29
A Delta-Sigma-Based Computing-In-Memory Macro Targeting Edge Computation
Conference paper
ZHANG RAN, UN KA FAI, GUO MINGQIANG, QI LIANG, XU DENGKE, ZHAO WEIBING, RUI P. MARTINS, FRANCO MALOBERTI, SIN SAI WENG. A Delta-Sigma-Based Computing-In-Memory Macro Targeting Edge Computation[C]:IEEE, 2024.
Authors:
ZHANG RAN
;
UN KA FAI
;
GUO MINGQIANG
;
QI LIANG
;
XU DENGKE
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2024/08/19
Machine Learning
Edge Computation
Computing-in-memory
Delta-sigma Converter
Floating Inverter Amplifier
Investigation on the Therapeutic Effect of Polygonum multiflorum Thunb. in Chronic Stress-induced Hair Loss in Mice Coupled with Metabolomics and Proteomics
Journal article
Zhao, Yong-Kang, Guo, Rui-Xian, Li, Rui-Sheng, Shi, Wei, Gong, Hai-Ying, Ma, Run-Ran, Gao, Han, Li, Zhen, Hu, Ke-Jian, Bai, Zhao-Fang, Xiao, Xiao-He, Zang, Qing-Ce, Kong, Wei-Jun, Li, Peng, Niu, Ming, Wang, Jia-Bo, Gao, Yuan. Investigation on the Therapeutic Effect of Polygonum multiflorum Thunb. in Chronic Stress-induced Hair Loss in Mice Coupled with Metabolomics and Proteomics[J]. World Journal of Traditional Chinese Medicine, 2024.
Authors:
Zhao, Yong-Kang
;
Guo, Rui-Xian
;
Li, Rui-Sheng
;
Shi, Wei
;
Gong, Hai-Ying
; et al.
Favorite
|
IF:
4.3
/
0
|
Submit date:2024/07/03
A 75dB-SNDR 10MHz-BW 2-Channel Time-Interleaved Noise-Shaping SAR ADC Directly Powered by an On-Chip DC-DC Converter
Conference paper
Gong, Haoyu, Zeng, Wen Liang, Guo, Mingqiang, Lam, Chi Seng, Zhao, Shulin, Martins, Rui Paulo, Sin, Sai Weng. A 75dB-SNDR 10MHz-BW 2-Channel Time-Interleaved Noise-Shaping SAR ADC Directly Powered by an On-Chip DC-DC Converter[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 18-4.
Authors:
Gong, Haoyu
;
Zeng, Wen Liang
;
Guo, Mingqiang
;
Lam, Chi Seng
;
Zhao, Shulin
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2024/06/05
Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning
Journal article
You, Lizhao, Zhao, Xinbo, Cao, Rui, Shao, Yulin, Fu, Liqun. Broadband Digital Over-the-Air Computation for Wireless Federated Edge Learning[J]. IEEE Transactions on Mobile Computing, 2024, 23(5), 5212 - 5228.
Authors:
You, Lizhao
;
Zhao, Xinbo
;
Cao, Rui
;
Shao, Yulin
;
Fu, Liqun
Favorite
|
TC[WOS]:
2
TC[Scopus]:
5
IF:
7.7
/
6.5
|
Submit date:2024/02/23
Atmospheric Modeling
Channel Codes
Data Models
Decoding
Federated Edge Learning
Multiple Access
Ofdm
Over-the-air Computation
Real-time Implementation
Real-time Systems
Servers
Symbols
A 63ns Flipping Time, 93.6% Voltage Flipping Efficiency Auto-Calibrated Ultrasonic Energy Harvesting Interface from-25 to 85°C
Conference paper
Zhao, Guangshu, Xie, Chao, Wang, Chenxi, Jiang, Yang, Zhang, Milin, Mak, Pui In, Martins, Rui P., Law, Man Kay. A 63ns Flipping Time, 93.6% Voltage Flipping Efficiency Auto-Calibrated Ultrasonic Energy Harvesting Interface from-25 to 85°C[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:
Zhao, Guangshu
;
Xie, Chao
;
Wang, Chenxi
;
Jiang, Yang
;
Zhang, Milin
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2024/06/05