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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：5/2 | 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 |
| 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：7/1 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| 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：4/0 | 提交时间：2024/04/23
Event camera multi-modal fusion image de-occlusion spiking neural network (SNN) image reconstruction |
| A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
作者: Jin Xie; San-Yang Liu; Jia-Xi Chen
Adobe PDF(1245Kb) | 收藏 | 浏览/下载：5/1 | 提交时间：2024/04/23
Distributed learning (DL) semi-supervised learning (SSL) manifold regularization (MR) single layer feed-forward neural network (SLFNN) privacy preserving |
| 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：95/3 | 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 |
| Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition 会议论文
, Washington D.C., USA, 2023-2-9
作者: Qingyu Wang; Tielin Zhang; Minglun Han; Yi Wang; Duzhen Zhang; Bo Xu
Adobe PDF(1714Kb) | 收藏 | 浏览/下载：137/44 | 提交时间：2023/06/20 |
| 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, 页码: 1-17
作者: Du CD(杜长德); Fu KC(付铠成); Li JP(李劲鹏); He HG(何晖光)
Adobe PDF(4669Kb) | 收藏 | 浏览/下载：378/65 | 提交时间：2023/05/05 |
| Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
作者: Xiang Li; Yixiao Xu; Naipeng Li; Bin Yang; Yaguo Lei
Adobe PDF(2608Kb) | 收藏 | 浏览/下载：168/48 | 提交时间：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者: Sun, Yinqian; Zeng, Yi; Li, Yang
Adobe PDF(1561Kb) | 收藏 | 浏览/下载：203/30 | 提交时间：2022/11/14
brain-inspired decision model SDQN reinforcement learning potential normalization spiking activity |
| A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction 会议论文
, Bratislava, Slovakia, 2021-09
作者: Haoda Qian; Qiudan Li; Zaichuan Tang
Adobe PDF(79001Kb) | 收藏 | 浏览/下载：318/121 | 提交时间：2022/06/14 |
