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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：22/11  |  提交时间：2024/06/06
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：44/17  |  提交时间：2024/05/30
Spiking Neural Networks  Conversion  Burst Spike  
Neural indicator of positive reappraisal: A TMS-EEG study over the left VLPFC 期刊论文
Journal of Affective Disorders, 2022, 卷号: 300, 页码: 418-429
作者:  Cao, Dan;  Qian, Zhenying;  Tang, Yingying;  Wang, Jijun;  Jiang, Tianzi;  Li, Yingjie
Adobe PDF(1683Kb)  |  收藏  |  浏览/下载：161/40  |  提交时间：2023/04/25
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(978Kb)  |  收藏  |  浏览/下载：210/56  |  提交时间：2023/01/17
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study 期刊论文
Brain Connect, 2022, 卷号: 12, 期号: 8, 页码: 725-739
作者:  Jiahua Xu;  Mircea Ariel Schoenfeld;  Paolo M. Rossini;  Turgut Tatlisumak;  Andreas Nürnberger;  Andrea Antal;  Huiguang He;  Ying Gao;  Bernhard A. Sabel
Adobe PDF(1653Kb)  |  收藏  |  浏览/下载：221/37  |  提交时间：2023/01/17
brain connectivity  brain connectome  brain network reorganization  occipital stroke  plasticity  stroke  visual cortex  visual field  visio  
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：311/73  |  提交时间：2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons 期刊论文
Frontiers in Neuroscience, 2022, 卷号: 16, 页码: 13
作者:  Li, Yang;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(3930Kb)  |  收藏  |  浏览/下载：255/4  |  提交时间：2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
STDIN: Spatio-temporal distilled interpolation for electron microscope images 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:  Wang, Zejin;  Sun, Guodong;  Li, Guoqing;  Shen, Lijun;  Zhang, Lina;  Han, Hua
Adobe PDF(6579Kb)  |  收藏  |  浏览/下载：273/26  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
A Brain-Inspired Theory of Mind Spiking Neural Network for Reducing Safety Risks of Other Agents (vol 16, 753900, 2022) 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 2
作者:  Zhao, Zhuoya;  Lu, Enmeng;  Zhao, Feifei;  Zeng, Yi;  Zhao, Yuxuan
Adobe PDF(4502Kb)  |  收藏  |  浏览/下载：159/7  |  提交时间：2022/07/25
brain-inspired model  safety risks  SNNs  R-STDP  theory of mind  
Statistical Analysis of Multisensory and Text-Derived Representations on Concept Learning 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:  Wang, Yuwei;  Zeng, Yi
Adobe PDF(3269Kb)  |  收藏  |  浏览/下载：246/49  |  提交时间：2022/07/25
concept learning  multisensory representations  text-derived representations  representational similarity analysis  concreteness