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| Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 435-446 作者: Jianing Han; Ziming Wang; Jiangrong Shen; Huajin Tang Adobe PDF(1513Kb)  |  收藏  |  浏览/下载:13/4  |  提交时间:2024/04/23 Symmetric-threshold rectified linear unit (stReLU), deep spiking neural networks, artificial neural network-spiking neural network (ANN-SNN) conversion, lossless conversion, double thresholds |
| 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:9/1  |  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:15/3  |  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:18/8  |  提交时间:2024/04/23 |
| Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 307-318 作者: Si-Qi Li; Yue Gao; Qiong-Hai Dai Adobe PDF(4505Kb)  |  收藏  |  浏览/下载:13/2  |  提交时间:2024/04/23 Event camera multi-modal fusion image de-occlusion spiking neural network (SNN) image reconstruction |
| 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 收藏  |  浏览/下载:22/0  |  提交时间:2024/03/27 Task analysis Neurons Trajectory Behavioral sciences Dynamic programming Control theory Biology Direct dynamic programming (DDP) Lorenz system multiscale dynamics point-to-point control recursive least square (RLS) spiking neural network (SNN) |
| 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 收藏  |  浏览/下载:41/0  |  提交时间:2024/02/22 Dendritic Nonlinearity Dendritic Spatial Gating Module Dendritic Temporal Adjust Module Spiking Neural Networks |
| Asynchronous Event Processing with Local-Shift Graph Convolutional Network 会议论文 , WASHINGTON, 2023-2 作者: Linhui Sun; Yifan Zhang; Jian Cheng; Hanqing Lu Adobe PDF(386Kb)  |  收藏  |  浏览/下载:105/28  |  提交时间:2024/01/22 |
| MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing 会议论文 , TELAVIV, 2022-6 作者: Linhui Sun; Yifan Zhang; Ke Cheng; Jian Cheng; Hanqing Lu Adobe PDF(1728Kb)  |  收藏  |  浏览/下载:87/20  |  提交时间:2024/01/22 Event-based model Dual-branch structure Memory bank |
| 面向异步时空脉冲数据的特征学习 学位论文 , 2023 作者: 孙琳晖 Adobe PDF(23773Kb)  |  收藏  |  浏览/下载:113/4  |  提交时间:2024/01/22 脉冲数据 特征学习 时空关系建模 图卷积神经网络 多尺度特征 |