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基于类脑脉冲神经网络的音乐学习模型 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  梁倩
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类脑脉冲神经网络  多脑区协同模型  音乐记忆  音乐学习  音乐作曲  
基于受限样本的图像转换方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  曹杰
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图像转换  图像合成  生成对抗式网络  人脸转正  异质人脸图像生成  
2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
Authors:  Wei Jia;  Wei Xia;  Yang Zhao;  Hai Min;  Yan-Xiang Chen
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Performance evaluation  neural architecture search  biometrics  palmprint  palm vein  deep learning  
Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
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Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning  
NeuroBiometric: An Eye Blink Based Biometric Authentication System Using an Event-Based Neuromorphic Vision Sensor 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 206-218
Authors:  Guang Chen;  Fa Wang;  Xiaoding Yuan;  Zhijun Li;  Zichen Liang;  Alois Knoll
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Biometrics  biometric autentication  event-based vision  neuromorphic vision  
A Study of Personal Recognition Method Based on EMG Signal 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2020, 卷号: 14, 期号: 4, 页码: 681-691
Authors:  Lu, Lijing;  Mao, Jingna;  Wang, Wuqi;  Ding, Guangxin;  Zhang, Zhiwei
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Electromyography  personal identification  personal verification  discrete wavelet transform  ExtraTreesClassifer  continuous wavelet transform  convolutional neural networks  transfer learning  siamese network  
基于好奇心的类脑脉冲神经网络模型 学位论文
工程硕士学位, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  史梦婷
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类脑智能  脉冲神经网络  好奇心  可塑性  主动学习  
Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 3, 页码: 1292-1305
Authors:  Lin, Xuxin;  Wan, Jun;  Xie, Yiliang;  Zhang, Shifeng;  Lin, Chi;  Liang, Yanyan;  Guo, Guodong;  Li, Stan Z.
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Face  Task analysis  Training  Face recognition  Facial features  Pipelines  Attribute analysis  face analysis  face detection  landmark localization  multitask learning  
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 2, 页码: 380-393
Authors:  Zhang, Shifeng;  Xie, Yiliang;  Wan, Jun;  Xia, Hansheng;  Li, Stan Z.;  Guo, Guodong
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Benchmark testing  Detectors  Training  Urban areas  Cameras  Task analysis  Deep learning  Pedestrian detection  dataset  rich diversity  high density  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
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Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn