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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![](/image/person.jpg)
Adobe PDF(1728Kb)  |   收藏  |  浏览/下载:124/29  |  提交时间:2024/01/22 Event-based model Dual-branch structure Memory bank |
| Stacking More Linear Operations with Orthogonal Regularization to Learn Better 会议论文 , 线上会议, 2022-7 作者: Xu WX(许伟翔) ; Cheng J(程健)![](/image/person.jpg)
Adobe PDF(1126Kb)  |   收藏  |  浏览/下载:114/34  |  提交时间:2023/06/21 |
| 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)![](/image/person.jpg)
Adobe PDF(1919Kb)  |   收藏  |  浏览/下载:136/55  |  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)![](/image/person.jpg)
Adobe PDF(2414Kb)  |   收藏  |  浏览/下载:81/29  |  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)![](/image/person.jpg)
Adobe PDF(312Kb)  |   收藏  |  浏览/下载:123/50  |  提交时间:2023/06/05 |
| DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy 会议论文 , 线上, 2022-2 作者: Cheng AD(程安达) ; Wang JX(王家兴) ; Zhang X(张希); Chen Q(谌强) ; Wang PS(王培松) ; Cheng J(程健)![](/image/person.jpg)
Adobe PDF(1135Kb)  |   收藏  |  浏览/下载:102/25  |  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![](/image/person.jpg)
Adobe PDF(940Kb)  |   收藏  |  浏览/下载:283/81  |  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![](/image/person.jpg)
Adobe PDF(4046Kb)  |   收藏  |  浏览/下载:297/33  |  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 |