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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
Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO
Journal article
Zhao, Ya, Fan, Chao, Yin, Jun, Mak, Pui In, Geng, Li. Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71(10), 4538-4549.
Authors:
Zhao, Ya
;
Fan, Chao
;
Yin, Jun
;
Mak, Pui In
;
Geng, Li
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
5.2
/
4.5
|
Submit date:2024/11/05
Quadrature Voltage-controlled Oscillator (Qvco)
Phase Noise
Quadrature Phase Accuracy
Triple-coil
Transformer-coupled
Determinate Correlation
Bimodal Ambiguity
Tradeoff
Active Coupling Transistor
Alleviate
Transformer-aided Wireless Image Transmission with Channel Feedback
Journal article
Wu, Haotian, Shao, Yulin, Ozfatura, Emre, Mikolajczyk, Krystian, Gunduz, Deniz. Transformer-aided Wireless Image Transmission with Channel Feedback[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23(9), 11904-11919.
Authors:
Wu, Haotian
;
Shao, Yulin
;
Ozfatura, Emre
;
Mikolajczyk, Krystian
;
Gunduz, Deniz
Favorite
|
TC[WOS]:
1
TC[Scopus]:
2
IF:
8.9
/
8.6
|
Submit date:2024/05/16
Channel Feedback
Joint Source-channel Coding
Vision Transformer
Semantic Communication
Image Transmission
ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal
Conference paper
Chen, Weiwen, Lei, Yingtie, Luo, Shenghong, Zhou, Ziyang, Li, Mingxian, Pun, Chi Man. ShaDocFormer: A Shadow-Attentive Threshold Detector with Cascaded Fusion Refiner for Document Shadow Removal[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:
Chen, Weiwen
;
Lei, Yingtie
;
Luo, Shenghong
;
Zhou, Ziyang
;
Li, Mingxian
; et al.
Favorite
|
TC[Scopus]:
0
|
Submit date:2024/10/10
Shadow Removal
Text Document Images
Vision Transformer
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer
Conference paper
Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun. UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:
Weiwen Chen
;
Yingtie Lei
;
Shenghong Luo
;
Ziyang Zhou
;
Mingxian Li
; et al.
Favorite
|
TC[Scopus]:
0
|
Submit date:2024/08/26
Semi-supervised Learning
Underwater Image Enhancement
Vision Transformer
RL-CWtrans Net: multimodal swimming coaching driven via robot vision
Journal article
Wang, Guanlin. RL-CWtrans Net: multimodal swimming coaching driven via robot vision[J]. Frontiers in Neurorobotics, 2024, 18, 1439188.
Authors:
Wang, Guanlin
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
2.6
/
3.1
|
Submit date:2024/09/03
Artificial Neural Networks
Clip
Feature Extraction
Multimodal Robot
Reinforcement Learning
Robot Vision
Swin-transformer
Accurate Modeling of Transformer-Based Voltage-Multiplier Considering Reverse Recovery Process of the Leakage Inductance in Step-up Converter
Journal article
Yang, Ningrui, Li, Zou, Zeng, Jun, Liu, Junfeng, Hu, Renjun, Ying, Gengning, Yan, Zhixing, Wong, Man Chung, Zhang, Fangren. Accurate Modeling of Transformer-Based Voltage-Multiplier Considering Reverse Recovery Process of the Leakage Inductance in Step-up Converter[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71(8), 3891-3903.
Authors:
Yang, Ningrui
;
Li, Zou
;
Zeng, Jun
;
Liu, Junfeng
;
Hu, Renjun
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
5.2
/
4.5
|
Submit date:2024/08/05
Step-up Converter
Transformer
Voltage Multiplier
Leakage Inductance
Modeling
Area-efficient ultra-wide-tuning-range ring oscillators in 65-nm complementary metal–oxide–semiconductor
Journal article
Yang, Chaowei, Chen, Yong, Cheng, Kai, Stefano, Crovetti Paolo, Martins, Rui P., Mak, Pui In. Area-efficient ultra-wide-tuning-range ring oscillators in 65-nm complementary metal–oxide–semiconductor[J]. International Journal of Circuit Theory and Applications, 2024.
Authors:
Yang, Chaowei
;
Chen, Yong
;
Cheng, Kai
;
Stefano, Crovetti Paolo
;
Martins, Rui P.
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
1.8
/
1.7
|
Submit date:2024/08/05
Clock And Data Recovery (Cdr)
Cmos Figure-of-merit (Fom)
Figure-of-merit With Tuning And Area (Fomta)
Figure-of-merit With Tuning Range (Fomt)
Flicker (1/f)
Noise Noise Transfer Phase Noise (Pn)
Phase-locked Loop (Pll)
Quality Factor Switched-capacitor Array (Sca)
Thermal Noise Transformer Tuning Range (Tr)
Ultra-wide-tuning-range Voltage-controlled Oscillator (Vco)
MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal
Journal article
Jiang, Yiguo, Chen, Xuhang, Pun, Chi Man, Wang, Shuqiang, Feng, Wei. MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal[J]. Visual Computer, 2024.
Authors:
Jiang, Yiguo
;
Chen, Xuhang
;
Pun, Chi Man
;
Wang, Shuqiang
;
Feng, Wei
Favorite
|
TC[WOS]:
0
TC[Scopus]:
1
IF:
3.0
/
3.0
|
Submit date:2024/08/05
Cnn
Efficient
Flare Removal
Multi-frequency
Transformer
Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation
Conference paper
Yu, Huina, Gao, Lingyan, Yu, Huitao, Zhang, Anguo. Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1737-1741.
Authors:
Yu, Huina
;
Gao, Lingyan
;
Yu, Huitao
;
Zhang, Anguo
Favorite
|
TC[Scopus]:
0
|
Submit date:2024/09/03
Deep Learning
Medical Image Segmentation
Self-attention
Unet
Vision Transformer