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Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks 期刊论文
Patterns, 2022, 页码: 100522
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：38/20  |  提交时间：2024/06/06
Improving Subgraph Recognition with Variational Graph Information Bottleneck 会议论文
, 美国路易斯安那新奥尔良, 2022
作者:  Yu, Junchi;  Cao, Jie;  He, Ran
Adobe PDF(2212Kb)  |  收藏  |  浏览/下载：31/8  |  提交时间：2024/06/03
Efficient and Accurate Converted Spiking Neural Network with Burst Spikes 会议论文
, Vienna, 23-29 July 2022
作者:  Yang Li;  Yi Zeng
Adobe PDF(641Kb)  |  收藏  |  浏览/下载：65/28  |  提交时间：2024/05/30
Spiking Neural Networks  Conversion  Burst Spike  
CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3825–3837
作者:  Li KC(李焜炽);  Wan J(万军);  Yu S(余山)
Adobe PDF(3813Kb)  |  收藏  |  浏览/下载：65/13  |  提交时间：2024/05/28
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：71/25  |  提交时间：2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(1272Kb)  |  收藏  |  浏览/下载：73/27  |  提交时间：2024/04/23
Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
Audio-driven Dubbing for User Generated Contents via Style-aware Semi-parametric Synthesis 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 卷号: 33, 期号: 3, 页码: 1247 - 1261
作者:  Song LS(宋林森);  Wu WY(吴文岩);  Fu CY(傅朝友);  Loy, Chen Change;  He R(赫然)
Adobe PDF(8629Kb)  |  收藏  |  浏览/下载：153/61  |  提交时间：2023/06/29
Talking Face Generation  Video Generation  GAN  Thin-plate Spline  
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：149/60  |  提交时间：2023/06/21
Deep Neural Networks  Network Pruning  Structured Pruning  Non-structured Pruning  Single Instruction Multiple Data  
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method 会议论文
, Virtual conference, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Nan Lin;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1417Kb)  |  收藏  |  浏览/下载：171/55  |  提交时间：2023/06/19
TR-GAN: Multi-session future MRI prediction with temporal recurrent generative adversarial network 期刊论文
IEEE Transactions on Medical Imaging, 2022, 卷号: vol. 41, 期号: no. 8, 页码: 1925-1937
作者:  Fan, Chen-Chen;  Peng, Liang;  Wang, Tian;  Yang, Hongjun;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Wang, Guan’an;  Chen, Sheng;  Zhou, Yan-Jie;  Hou, Zeng-Guang
Adobe PDF(11092Kb)  |  收藏  |  浏览/下载：251/29  |  提交时间：2023/06/02
Alzheimer’s disease  magnetic resonance imaging  generative adversarial network