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Are Conventional SNNs Really Efficient? A Perspective from Network Quantization 会议论文
, Seattle WA, USA, 2024-06-20
作者:  Shen, Guobin;  Zhao, Dongcheng;  Li, Tenglong;  Li, Jindong;  Zeng, Yi
Adobe PDF(587Kb)  |  收藏  |  浏览/下载:21/6  |  提交时间:2024/06/05
A Character-level Short Text Classification Model Based On Spiking Neural Networks 会议论文
, Broadbeach, Australia, 2023.6.18-2023.6.23
作者:  Jiang, Chengzhi;  Li, Linjing;  Zeng, Dajun;  Wang, Xiaoxuan
Adobe PDF(3513Kb)  |  收藏  |  浏览/下载:24/9  |  提交时间:2024/05/28
spiking neural networks  character-level encoding  ANN-to-SNN conversion  short text classification  
Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization 会议论文
, 线上举办, 2021-10-11
作者:  Weihan Chen;  Peisong Wang;  Jian Cheng
Adobe PDF(696Kb)  |  收藏  |  浏览/下载:130/40  |  提交时间:2023/06/20
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing 会议论文
Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021, Virtual, Online, 2021-2
作者:  Liu, Zejian;  Li, Gang;  Cheng, Jian
Adobe PDF(593Kb)  |  收藏  |  浏览/下载:61/28  |  提交时间:2023/06/19
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA 会议论文
, Dresden, Germany, 2018
作者:  Li, Gang;  Li, Fanrong;  Zhao, Tianli;  Cheng, Jian
Adobe PDF(244Kb)  |  收藏  |  浏览/下载:133/47  |  提交时间:2022/06/14
Dynamic Dual Gating Neural Networks 会议论文
, Online, 2021
作者:  Li, Fanrong;  Li, Gang;  He, Xiangyu;  Cheng, Jian
Adobe PDF(1988Kb)  |  收藏  |  浏览/下载:176/53  |  提交时间:2022/06/14
A System-Level Solution for Low-Power Object Detection 会议论文
, Seoul, Korea, 2019
作者:  Li, Fanrong;  Mo, Zitao;  Wang, Peisong;  Liu, Zejian;  Zhang, Jiayun;  Li, Gang;  Hu, Qinghao;  He, Xiangyu;  Leng, Cong;  Zhang, Yang;  Cheng, Jian
Adobe PDF(869Kb)  |  收藏  |  浏览/下载:192/59  |  提交时间:2022/06/14
ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices 会议论文
, Online, 2020
作者:  He, Xiangyu;  Mo, Zitao;  Cheng, Ke;  Xu, Weixiang;  Hu, Qinghao;  Wang, Peisong;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(2540Kb)  |  收藏  |  浏览/下载:213/51  |  提交时间:2020/10/20
Hardware acceleration of CNN with one-hot quantization of weights and activations 会议论文
, Grenoble, France, 2020-3
作者:  Li, Gang;  Wang, Peisong;  Liu, Zejian;  Leng, Cong;  Cheng, Jian
收藏  |  浏览/下载:131/0  |  提交时间:2020/10/20
FBNA: A Fully Binarized Neural Network Accelerator 会议论文
, 爱尔兰都柏林, 2018-8
作者:  Guo Peng;  Hong Ma;  Ruizhi Chen;  Pin Li;  Shaolin Xie;  Donglin Wang
Adobe PDF(824Kb)  |  收藏  |  浏览/下载:396/147  |  提交时间:2019/06/17