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CASIA OpenIR

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A novel transformer autoencoder for multi-modal emotion recognition with incomplete data 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Cheng, Cheng;  Liu, Wenzhe;  Fan, Zhaoxin;  Feng, Lin;  Jia, Ziyu
收藏  |  浏览/下载：53/0  |  提交时间：2024/03/27
Multi-modal signals  Emotion recognition  Incomplete data  Transformer autoencoder  Convolutional encoder  
Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 276-284
作者:  Liu, Can;  Wang, Kaige;  Li, Qing;  Zhao, Fazhan;  Zhao, Kun;  Ma, Hongtu
收藏  |  浏览/下载：73/0  |  提交时间：2024/02/22
Object detection  Bounding box regression  Loss function design  Focusing mechanism  
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition 期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:  Yao, Man;  Zhang, Hengyu;  Zhao, Guangshe;  Zhang, Xiyu;  Wang, Dingheng;  Cao, Gang;  Li, Guoqi
收藏  |  浏览/下载：107/0  |  提交时间：2023/11/16
Spiking neural network  Event-based vision  Neuromorphic computing  Attention mechanism  Brain-inspired computing  
DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning 期刊论文
NEURAL NETWORKS, 2021, 卷号: 135, 页码: 1-12
作者:  Tiwari, Prayag;  Zhu, Hongyin;  Pandey, Hari Mohan
收藏  |  浏览/下载：243/0  |  提交时间：2021/03/15
Knowledge graph reasoning  Reinforcement learning  Graph self-attention  GRU  
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule 期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:  Hao, Yunzhe;  Huang, Xuhui;  Dong, Meng;  Xu, Bo
收藏  |  浏览/下载：257/0  |  提交时间：2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 118, 页码: 140-147
作者:  Zeng, Guanxiong;  Huang, Xuhui;  Jiang, Tianzi;  Yu, Shan
收藏  |  浏览/下载：372/0  |  提交时间：2019/12/16
Reservoir computing  Sequence learning and retrieval  Short-term depression  Synaptic heterogeneity  Self-organized criticality  Optimal information processing  
Efficient coding matters in the organization of the early visual system 期刊论文
NEURAL NETWORKS, 2018, 卷号: 105, 页码: 218-226
作者:  Kong, Qingqun;  Han, Jiuqi;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：244/0  |  提交时间：2018/10/10
Early Visual Stages  Hierarchical Structure  Efficient Coding  Brain-inspired Neural Networks