基于生理信号局部被试共性特征的脑力负荷动态深度学习识别方法研究

61703277
2017
F0609.认知与神经科学启发的人工智‍能
尹钟
青年科学基金项目
副教授
上海理工大学
25万元
信号采集;模式分类;脑电图;特征分析
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Optimal control of non-minimum phase integrating processes with time delay using disturbance observer-based control scheme 期刊论文 Wei Zhang;Yagang Wang;Zhong Yin;Yongxiong Wang;Weidong Zhang
2 一种改进的随机森林在医疗诊断中的应用 期刊论文 庞泰吾;胡春燕;尹钟
3 Selecting transferrable neurophysiological features for inter-individual emotion recognition via a shared-subspace feature elimination approach 期刊论文 Wei Zhang;Zhong Yin;Zhanquan Sun;Ying Tian;Yagang Wang
4 基于惯导信息的人体动作和路况识别 期刊论文 王永雄;陈晗;尹钟;喻洪流;孟巧玲
5 Locally robust EEG feature selection for individual-independent emotion recognition 期刊论文 Zhong Yin;Lei Liu;Jianing Chen;Boxi Zhao;Yongxiong Wang
6 An ELM-based deep SDAE ensemble for inter-subject cognitive workload estimation with physioligical signals 会议论文 Zhanpeng Zheng;Zhong Yin;Jianhua Zhang
7 EEG based mental workload assessment via a hybrid classifier of extreme learning machine and support vector machine 会议论文 Hao Gu;Zhong Yin;Jianhua Zhang
8 融合HOG+SVM与MFCC特征的自动优化物体识别系统研究 期刊论文 庄屹;陈玮;尹钟
9 基于生成对抗网络的图像去雾算法 期刊论文 陈玮;李正旺;尹钟
10 Multiple Transferable Recursive Feature Elimination Technique for Emotion Recognition Based on EEG Signals 期刊论文 Jiahui Cai;Wei Chen;Zhong Yin
11 Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review 期刊论文 Jianhua Zhang;Zhong Yin;Peng Chen;Stefano Nichele
12 Locally robust feature selection of EEG signals for the inter-subject emotion recognition 会议论文 Zhong Yin;Wei Zhang;Zhanpeng Zheng
13 Cross-subject emotion recognition from EEG using convolutional neural networks 会议论文 Xiaolong Zhong;Zhong Yin;Jianhua Zhang
14 EEG feature selection for emotion recognition based on cross-subject recursive feature elimination 会议论文 Wei Zhang;Zhong Yin
15 Task-generic mental fatigue recognition based on neurophysiological signals and dynamical deep extreme learning machine 期刊论文 Zhong Yin;Jianhua Zhang
16 基于 Stacking 模型融合策略的脑力负荷等级评定方法 期刊论文 曹子轩;尹钟;张建华
17 基于 Bagging 与超限学习机的脑力负荷识别模型 期刊论文 陶嘉栋;尹钟
18 Physiological-signal-based mental workload estimation via transfer dynamical autoencoders in a deep learning framework 期刊论文 Zhong Yin;Mengyuan Zhao;Wei Zhang;Yongxiong Wang;Yagang Wang;Jianhua Zhang
19 Recognition of cognitive load with a stacking network ensemble of denoising autoencoders and abstracted neurophysiological features 期刊论文 Zixuan Cao;Zhong Yin;Jianhua Zhang
20 EEG evidence for game-theoretic model to ambiguous pronoun resolution 会议论文 Mengyuan Zhao;Zhong Yin;Ziming Lu
21 Assessing cognitive mental workload via EEG signals and an ensemble deep learning classifier based on denoising autoencoders 期刊论文 Shuo Yang;Zhong Yin;Yagang Wang;Wei Zhang;Yongxiong Wang;Jianhua Zhang
22 Self-attention guided model for defect detection of aluminium alloy casting on X-ray image 期刊论文 Yongxiong Wang;Chuanfei Hu;Kai Chen;Zhong Yin
23 Individual-specific classification of mental workload levels via an ensemble heterogeneous extreme learning machine for EEG modeling 期刊论文 Jiadong Tao;Zhong Yin;Lei Liu;Ying Tian;Zhanquan Sun;Jianhua Zhang
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