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| MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing 会议论文 , TELAVIV, 2022-6 作者: Linhui Sun; Yifan Zhang; Ke Cheng; Jian Cheng; Hanqing Lu Adobe PDF(1728Kb)  |  收藏  |  浏览/下载:87/20  |  提交时间:2024/01/22 Event-based model Dual-branch structure Memory bank |
| Multi-Granularity Pruning for Model Acceleration on Mobile Devices 会议论文 , 线上, 2022-07 作者: Zhao TL(赵天理); Zhang X(张希); Zhu WT(朱文涛); Wang JX(王家兴); Yang S(杨森); Liu J(刘季); Cheng J(程健) Adobe PDF(1919Kb)  |  收藏  |  浏览/下载:101/46  |  提交时间:2023/06/21 Deep Neural Networks Network Pruning Structured Pruning Non-structured Pruning Single Instruction Multiple Data |
| Improving Extreme Low-bit Quantization with Soft Threshold 期刊论文 IEEE Transactions on Circuits and Systems for Video Technology, 2022, 页码: 1549 - 1563 作者: Xu WX(许伟翔); Wang PS(王培松); Cheng J(程健) Adobe PDF(2414Kb)  |  收藏  |  浏览/下载:75/26  |  提交时间:2023/06/20 |
| Differentially Private Federated Learning with Local Regularization and Sparsification 会议论文 , 线上, 2022-6 作者: Cheng AD(程安达); Wang PS(王培松); Zhang X(张希); Cheng J(程健) Adobe PDF(312Kb)  |  收藏  |  浏览/下载:111/42  |  提交时间:2023/06/05 |
| Fixed-point Quantization for Vision Transformer 会议论文 , Beijing, China, 2021-10-22 作者: Zhexin, Li; Peisong Wang; Zhiyuan Wang; Jian Cheng Adobe PDF(940Kb)  |  收藏  |  浏览/下载:253/71  |  提交时间:2022/06/15 |
| Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447 作者: Li, Gang; Liu, Zejian; Li, Fanrong; Cheng, Jian Adobe PDF(4046Kb)  |  收藏  |  浏览/下载:264/26  |  提交时间:2022/06/10 Convolution Field programmable gate arrays System-on-chip Task analysis Random access memory Tensors Memory management Block convolution convolutional neural network (CNN) accelerator field-programmable gate array (FPGA) memory efficient off-chip transfer |