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Multi-scale full spike pattern for semantic segmentation 期刊论文
NEURAL NETWORKS, 2024, 卷号: 176, 页码: 12
作者:  Su, Qiaoyi;  He, Weihua;  Wei, Xiaobao;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/04
Spiking neural network  Semantic segmentation  Neuromorphic computing  Deep neural network  Energy efficiency  Brain-inspired computing  
Emergence of brain-inspired small-world spiking neural network through neuroevolution 期刊论文
ISCIENCE, 2024, 卷号: 27, 期号: 2, 页码: 16
作者:  Pan, Wenxuan;  Zhao, Feifei;  Han, Bing;  Dong, Yiting;  Zeng, Yi
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Advancing Spiking Neural Networks Toward Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 15
作者:  Hu, Yifan;  Deng, Lei;  Wu, Yujie;  Yao, Man;  Li, Guoqi
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/03
Degradation problem  neuromorphic computing  residual neural network  spiking neural network (SNN)  
Learn to flap: foil non-parametric path planning via deep reinforcement learning 期刊论文
Journal of Fluid Mechanics, 2024, 卷号: 984, 页码: A9
作者:  Wang, Zhipeng;  Lin, Runji;  Zhao, Zhiyu;  Chen, Xu;  Guo, Pengming;  Yang, Ning;  Wang,Zhicheng;  Fan, Dixia
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：57/15  |  提交时间：2024/06/07
Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 10.1109/TNNLS.2024.3372613
作者:  Jinye Qu;  Zeyu Gao;  Tielin Zhang;  Yanfeng Lu;  Huajin Tang;  Hong Qiao
Adobe PDF(2939Kb)  |  收藏  |  浏览/下载：53/20  |  提交时间：2024/06/06
Low latency  object detection  spiking neural network (SNN)  timesteps compression  
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：51/21  |  提交时间：2024/06/06
Reward Estimation with Scheduled Knowledge Distillation for Dialogue Policy Learning 期刊论文
Connection Science, 2023, 卷号: 35, 期号: 1, 页码: 2174078
作者:  Qiu JY(邱俊彦);  Haidong Zhang;  Yiping Yang
Adobe PDF(831Kb)  |  收藏  |  浏览/下载：61/22  |  提交时间：2024/05/29
reinforcement learning  dialogue policy learning  curriculum learning  knowledge distillation  
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
Adobe PDF(8060Kb)  |  收藏  |  浏览/下载：101/23  |  提交时间：2024/03/27
Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:  Li, Tao;  Wei, Qinglai;  Wang, Fei-Yue
Adobe PDF(784Kb)  |  收藏  |  浏览/下载：128/25  |  提交时间：2024/02/22
Performance analysis  Optimal control  Dynamic programming  Iterative algorithms  Upper bound  Measurement  Convergence  Adaptive dynamic programming (ADP)  isoperimetric constraints  nonlinear systems  optimal control  policy iteration  
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
Neural Networks, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：109/22  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks