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Spiking Generative Adversarial Network with Attention Scoring Decoding 期刊论文
Neural Networks, 2024, 页码: 106423
作者:  Feng, Linghao;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1067Kb)  |  收藏  |  浏览/下载:6/1  |  提交时间:2024/06/06
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization 期刊论文
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023, 页码: 1178 - 1191
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(5840Kb)  |  收藏  |  浏览/下载:7/0  |  提交时间:2024/06/05
MSAT: biologically inspired multistage adaptive threshold for conversion of spiking neural networks 期刊论文
Neural Computing and Applications, 2024, 页码: 8531–8547
作者:  He, Xiang;  Li, Yang;  Zhao, Dongcheng;  Kong, Qingqun;  Zeng, Yi
Adobe PDF(2459Kb)  |  收藏  |  浏览/下载:10/4  |  提交时间:2024/06/05
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:24/5  |  提交时间:2024/05/28
Common Sequential Organization of Face Processing in the Human Brain and Convolutional Neural Networks 期刊论文
Neuroscience, 2024, 页码: 1-13
作者:  Wenlu, Li;  Jin, Li;  Congying, Chu;  Dan, Cao;  Weiyang, Shi;  Yu, Zhang;  Tianzi, Jiang
Adobe PDF(2794Kb)  |  收藏  |  浏览/下载:13/5  |  提交时间:2024/05/28
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载:24/4  |  提交时间:2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
Topographic representation of visually evoked emotional experiences in the human cerebral cortex 期刊论文
iScience, 2023, 卷号: 26, 期号: 9, 页码: 1-18
作者:  Du, Changde;  Fu, Kaicheng;  Wen, Bincheng;  He, Huiguang
Adobe PDF(7257Kb)  |  收藏  |  浏览/下载:44/1  |  提交时间:2024/03/26
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
Proceedings of the National Academy of Sciences (PNAS), 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Adobe PDF(8398Kb)  |  收藏  |  浏览/下载:39/2  |  提交时间:2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
Retaining Diverse Information in Contrastive Learning Through Multiple Projectors 期刊论文
IEEE Signal Processing Letters, 2022, 卷号: 29, 页码: 1789-1793
作者:  He Zhu;  Shan Yu
Adobe PDF(1001Kb)  |  收藏  |  浏览/下载:110/22  |  提交时间:2023/05/08
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者:  Du Changde(杜长德);  Fu Kaicheng(付铠城);  Li Jinpeng(李劲鹏);  He Huiguang(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载:417/69  |  提交时间:2023/05/05
Brain-visual-linguistic embedding  generic neural decoding  multimodal learning  mutual information maximization