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类脑智能研究中心 [4]
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A CNN -based comparing network for the detection of steady-state visual evoked potential responses
期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 452-461
Authors:
Xing, Jiezhen
;
Qiu, Shuang
;
Ma, Xuelin
;
Wu, Chenyao
;
Li, Jinpeng
;
Wang, Shengpei
;
He, Huiguang
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View/Download:31/0
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Submit date:2020/08/03
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
Authors:
Li, Jinpeng
;
Qiu, Shuang
;
Shen, Yuan-Yuan
;
Liu, Cheng-Lin
;
He, Huiguang
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View/Download:13/0
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Submit date:2020/08/03
Brain modeling
Electroencephalography
Emotion recognition
Data models
Training
Calibration
Training data
Brain-computer interface
emotion recognition
transfer learning (TL)
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 2, 页码: 344-353
Authors:
Li, Jinpeng
;
Qiu, Shuang
;
Du, Changde
;
Wang, Yixin
;
He, Huiguang
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View/Download:9/0
  |  
Submit date:2020/08/03
Electroencephalography
Brain modeling
Emotion recognition
Adaptation models
Training
Feature extraction
Neural networks
Domain adaptation
electroencephalogram (EEG)
emotion recognition
neural network
transfer learning
脑电情绪识别中跨被试迁移学习方法研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:
李劲鹏
Adobe PDF(4425Kb)
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View/Download:371/8
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Submit date:2019/06/19
脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition
期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
Authors:
Jinpeng Li
;
Shuang Qiu
;
Yuan-Yuan Shen
;
Cheng-Lin Liu
;
Huiguang He
Adobe PDF(3564Kb)
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View/Download:356/248
  |  
Submit date:2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning
Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models
期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:
Du Changde
;
Li Jinpeng
;
Huang Lijie
;
He Huiguang
View
  |  
Adobe PDF(497Kb)
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View/Download:241/79
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Submit date:2019/05/06
Brain Encoding And Decoding
Fmri
Deep Neural Networks
Deep Generative Models
Dual Learning
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition
期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
Authors:
Li, Jinpeng
;
Zhang, Zhaoxiang
;
He, Huiguang
Adobe PDF(1800Kb)
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View/Download:267/155
  |  
Submit date:2018/08/07
Affective Brain-computer Interface
Emotion Recognition
Brain Wave
Deep Learning
Eeg
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data
会议论文
, Seoul, Republic of Korea, October 22--26, 2018
Authors:
Du Changde
;
Du Changying
;
Wang Hao
;
Li Jinpeng
;
Zheng Wei-Long
;
Lu Bao-Liang
;
He Huiguang
View
  |  
Adobe PDF(1217Kb)
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View/Download:169/64
  |  
Submit date:2019/05/06
Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks
会议论文
BICS 2016, Beijing, China, 28-30 November 2016
Authors:
Jinpeng Li
;
Zhaoxiang Zhang
;
Huiguang He
Adobe PDF(2786Kb)
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View/Download:182/53
  |  
Submit date:2017/02/09
Emotion Recognition
Eeg
Deep Learning
Hcnn
Brain Wave
Visual Information Processing Mechanism Revealed by fMRI Data
会议论文
BIH 2016, Omaha, NE, USA, 13-16 October 2016
Authors:
Jinpeng Li
;
Zhaoxiang Zhang
;
Huiguang He
Adobe PDF(362Kb)
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View/Download:167/30
  |  
Submit date:2017/02/09
Visual Cortex
Ventral Pathway
Dorsal Pathway
Fmri
Classification
Representation