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| Towards a New Paradigm for Brain-inspired Computer Vision 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 412-424 作者: Xiao-Long Zou; Tie-Jun Huang; Si Wu Adobe PDF(1615Kb)  |  收藏  |  浏览/下载:6/1  |  提交时间:2024/04/23 Brain-inspired computer vision spatio-temporal patterns object detection object tracking object recognition |
| Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411 作者: Yang Wu; Ding-Heng Wang; Xiao-Tong Lu; Fan Yang; Man Yao; Wei-Sheng Dong; Jian-Bo Shi; Guo-Qi Li Adobe PDF(6780Kb)  |  收藏  |  浏览/下载:11/2  |  提交时间:2024/04/23 Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| Editorial for Special Issue on Brain-inspired Machine Learning 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 347-349 作者: Zhao-Xiang Zhang; Bin Luo; Jin Tang; Shan Yu; Amir Hussain Adobe PDF(1090Kb)  |  收藏  |  浏览/下载:12/7  |  提交时间:2024/04/23 |
| Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88 作者: Hao-Ran Yang; Wei Ni Adobe PDF(1378Kb)  |  收藏  |  浏览/下载:8/3  |  提交时间:2024/04/23 Distributed convex optimization second-order distributed algorithm multi-agent systems gradient tracking directed graph |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23 作者: Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang Adobe PDF(951Kb)  |  收藏  |  浏览/下载:5/1  |  提交时间:2024/04/23 Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |
| 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:75/26  |  提交时间:2023/06/20 |
| Peer Incentive Reinforcement Learning for Cooperative Multi-Agent Games 期刊论文 IEEE Transactions on Games, 2022, 页码: 1-14 作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强) Adobe PDF(18835Kb)  |  收藏  |  浏览/下载:93/26  |  提交时间:2023/06/12 |
| Dynamic-horizon model-based value estimation with latent imagination 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14 作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌) Adobe PDF(2305Kb)  |  收藏  |  浏览/下载:154/59  |  提交时间:2023/05/30 Latent world model model-based value expansion (MVE) reinforcement learning reinforcement learning |
| Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression 期刊论文 IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022, 卷号: 45, 期号: 3, 页码: 3378-3395 作者: Yufan Liu; Jiajiong Cao; Bing Li; Weiming Hu; Stephen Maybank Adobe PDF(3314Kb)  |  收藏  |  浏览/下载:135/38  |  提交时间:2023/04/24 |
| Rethinking Pretraining as a Bridge From ANNs to SNNs 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14 作者: Lin, Yihan; Hu, Yifan; Ma, Shijie; Yu, Dongjie; Li, Guoqi 收藏  |  浏览/下载:206/0  |  提交时间:2023/03/20 Training Task analysis Neurons Pipelines Artificial neural networks Feature extraction Transfer learning Event-driven dataset neural network (NN) analysis pretraining technique spiking NN (SNN) transfer learning |