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Intelligent Classification for Emotional Issues by Deep Learning Network on EEG Signal Processing
会议论文
Changchun, China, 2022-02-25
作者:
Yin, Shaokang
;
Zhu, Feiyu
;
Wei, Xiaojie
;
Han, Gongen
;
Zhang, Runqi
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/05/11
EEG Classification
Emotional issues
Adolescents
EEGNet
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network
期刊论文
Pattern Recognition Letters, 2021, 卷号: 146, 页码: 134-141
作者:
Meng, XianJia
;
Qiu, Shi
;
Wan, Shaohua
;
Cheng, Keyang
;
Cui, Lei
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/04/21
EEG signal
Recurrence plot
Convolution neural network
Classification
Motor imagery
Changes of Effective Connectivity in the Alpha Band Characterize Differential Processing of Audiovisual Information in Cross-Modal Selective Attention
期刊论文
NEUROSCIENCE BULLETIN, 2020, 卷号: 36, 期号: 9, 页码: 1009-1022
作者:
Niu, Weikun
;
Jiang, Yuying
;
Zhang, Xin
;
Jiang, Tianzi
;
Zhang, Yujin
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/08/24
Human EEG
Audiovisual selective attention
Granger Causality
Pattern classification
Accurate Classification of EEG Signals Using Neural Networks Trained by Hybrid Population-physic-based Algorithm
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 108-122
作者:
Sajjad Afrakhteh
;
Mohammad-Reza Mosavi
;
Mohammad Khishe
;
Ahmad Ayatollahi
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/02/22
Brain-computer interface (BCI)
classification
electroencephalography (EEG)
gravitational search algorithm (GSA)
multi-layer perceptron neural network (MLP-NN)
particle swarm optimization.
A Two-Stage Neural Network for Sleep Stage Classification Based on Feature Learning, Sequence Learning and Data Augmentation
期刊论文
IEEE ACCESS, 2019, 卷号: 7
作者:
Sun, Chenglu
;
Fan, Naha
;
Chen, Chen
;
Li, Wei
;
Chen, Wei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/05
Sleep stage classification
feature learning
sequence learning
EEG signal
Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine
期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 50, 页码: 1281-1301
作者:
Ren, Weijie
;
Han, Min
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2019/12/02
EEG signals
Classification
Feature extraction
Ensemble extreme learning machine
EEG-Based Brain Functional Connectivity in First-Episode Schizophrenia Patients, Ultra-High-Risk Individuals, and Healthy Controls During P50 Suppression
期刊论文
FRONTIERS IN HUMAN NEUROSCIENCE, 2019, 卷号: 13
作者:
Chang, Qi
;
Liu, Meijun
;
Tian, Qing
;
Wang, Hua
;
Luo, Yu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
EEG
ERP
functional brain connectivity
P50
first-episode
schizophrenia
ultra-high risk
classification
Common Spatial Patterns Based on the Quantized Minimum Error Entropy Criterion
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018
作者:
Chen, Badong
;
Li, Yuanhao
;
Dong, Jiyao
;
Lu, Na
;
Qin, Jing
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
Binary classification
Brain computer interfaces (BCIs)
Common spatial patterns
Electro-encephalogram (EEG)
Error entropy
Gradient based iterative algorithms
Minimum error entropy criterions
Multichannel electroencephalograms
Incremental Adaptive EEG Classification of Motor Imagery-based BCI
会议论文
作者:
Rong, Hai-Jun
;
Li, Changjun
;
Bao, Rong-Jing
;
Chen, Badong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
brain-computer interface (BCI)
Classification
electroencephalogram (EEG)
Fuzzy inference system
Motor imagery
Hardware design of multiclass SVM classification for epilepsy and epileptic seizure detection
期刊论文
IET CIRCUITS DEVICES & SYSTEMS, 2018, 卷号: 12, 页码: 108-115
作者:
Wang, Yuanfa
;
Li, Zunchao
;
Feng, Lichen
;
Bai, Hailong
;
Wang, Chuang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/11/26
Daubechies order 4-wavelet
three-class classification scheme
healthy EEG signals
epilepsy
medical signal processing
hardware design
one-against-one multiclass NLSVM
automatic detection system
DWT-based feature extraction module
electroencephalography
low-dimensional feature vectors
multiclass SVM classification
Lagrange multipliers
epileptic seizure detection
FPGA platform
multiclass nonlinear support vector machine classifiers
original sequential minimal optimisation
on-chip training
modified sequential minimal optimisation
inter-ictal EEG signals
multiclass NLSVM classifiers
feature extraction
discrete wavelet transform
three-class classification VLSI system
discrete wavelet transforms
hardware implementation
three-level DWT
absolute value decision
MSMO training module
OAO multiclass NLSVM
OAO multiclass classification module
support vector machines
software implementation
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