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CLUT-CIM: A Capacitance Lookup Table-Based Analog Compute-in-Memory Macro With Signed-Channel Training and Weight Updating for Nonuniform Quantization Journal article
Fu, Yuzhao, Li, Jixuan, Yu, Wei Han, Un, Ka Fai, Chan, Chi Hang, Zhu, Yan, Martins, Rui P., Mak, Pui In. CLUT-CIM: A Capacitance Lookup Table-Based Analog Compute-in-Memory Macro With Signed-Channel Training and Weight Updating for Nonuniform Quantization[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2024.
Authors:  Fu, Yuzhao;  Li, Jixuan;  Yu, Wei Han;  Un, Ka Fai;  Chan, Chi Hang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.5 | Submit date：2024/07/04
Capacitance Lookup Table (Clut)  Circuits  Common Information Model (Computing)  Compute-in-memory (Cim)  Energy Efficiency  High Energy Efficiency  In-memory Computing  Indexes  Nonuniform Quantization (Nuq)  Table Lookup  Thermometers  Weight Updating  
A 28-nm 19.9-to-258.5-TOPS/W 8b Digital Computing-in-Memory Processor With Two-Cycle Macro Featuring Winograd-Domain Convolution and Macro-Level Parallel Dual-Side Sparsity Journal article
Wu, Hao, Chen, Yong, Yuan, Yiyang, Yue, Jinshan, Wang, Xinghua, Li, Xiaoran, Zhang, Feng. A 28-nm 19.9-to-258.5-TOPS/W 8b Digital Computing-in-Memory Processor With Two-Cycle Macro Featuring Winograd-Domain Convolution and Macro-Level Parallel Dual-Side Sparsity[J]. IEEE Journal of Solid-State Circuits, 2024.
Authors:  Wu, Hao;  Chen, Yong;  Yuan, Yiyang;  Yue, Jinshan;  Wang, Xinghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/5.6 | Submit date：2024/07/04
Accuracy  Artificial Intelligence  Artificial Intelligence (Ai)  Circuits  Cmos  Computing-in-memory (Cim)  Energy Efficiency  Energy Efficiency  Look-up Table (Lut)  Multiply-accumulation (Mac)  Neural Network (Nn)  Power Demand  Radix16  Table Lookup  Throughput  Unstructured Sparsity  Winograd Convolution  
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism Conference paper
Zhang, Zheng, Yang, Donglin, Xia, Yaqi, Ding, Liang, Tao, Dacheng, Zhou, Xiaobo, Cheng, Dazhao. MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism[C], USA:Institute of Electrical and Electronics Engineers Inc., 2023, 167-177.
Authors:  Zhang, Zheng;  Yang, Donglin;  Xia, Yaqi;  Ding, Liang;  Tao, Dacheng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2023/08/08
Mixture Of Experts  Pipeline Parallelism  Distributed Training  Memory Efficiency  
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  
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  
An Assessment of Acceptability and Use of Computer Aided Translation Systems: The Case of Macao Government Journal article
Kin Meng Sam, Ming Gao, Chris R Chatwin. An Assessment of Acceptability and Use of Computer Aided Translation Systems: The Case of Macao Government[J]. Journal of Information Technology Management, 2015, 26(2), 56 – 69.
Authors:  Kin Meng Sam;  Ming Gao;  Chris R Chatwin
Favorite |  | Submit date：2019/12/03
Efficiency Requirements,  Repetition Rate  Terminology Database  Translation Memory  Macao Government Translators