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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：129/29 | 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：143/59 | 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：84/31 | 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：128/53 | 提交时间：2023/06/05 |
| Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者: Wang, Peisong; He, Xiangyu; Cheng, Jian
收藏 | 浏览/下载：266/0 | 提交时间：2022/07/25
Quantization (signal) Deep learning Convolution Training Biological neural networks Optimization Neurons Acceleration binarized neural networks (BNNs) compression fixed-point quantization |
