Search Result

1

Multilayer discriminant dictionary pair learning algorithm for motor imagery electroencephalogram recognition

面向运动想象脑电信号识别的多层判别字典对学习方法

Shang Junyan

Ding Hui

Hu Xuelong

motor imagery

electroencephalogram

multi-layer learning model

dictionary pair learning

No. 2, 2024 : 501-506 doi:10.19734/j.issn.1001-3695.2023.06.0238

2

Automatic detection technology of resting state EEG data for mild cognitive decline based on convolutional neural network

基于特征融合方法的轻微认知衰退静息态脑电数据自动检测技术研究

Duan Zijing

Zhao Binglei

Li Chunbo

Guo Wei

mild cognitive impairment

electroencephalogram

convolutional neural network

feature extraction

feature fusion

No. 4, 2022 : 1137-1142,1167 doi:10.19734/j.issn.1001-3695.2021.09.0417

3

Novel multiclass classification framework with multi-branch LSTM and attention mechanism for mental workload evaluation

基于注意力机制的多分支LSTM心理负荷评估模型

Feng Yuan

Li Yanlei

Li Yifan

Zhang Bo

Ding Jinhong

Xia Likun

electroencephalogram(EEG)

mental workload

attention mechanism

long short-term memory(LSTM)

No. 11, 2021 : 3371-3375 doi:10.19734/j.issn.1001-3695.2021.04.0142

4

Fast sample entropy electroencephalogram emotion analysis of double sliding coarse granulation

二次滑动粗粒化的快速样本熵脑电情感分析

Zhu Yongsheng

Zhong Qinghua

Cai Dongli

Liao Jinxiang

EEG

emotion recognition

double sliding mean coarse granulation

FAST sample entropy

random forest

No. 1, 2021 : 57-60,74 doi:10.19734/j.issn.1001-3695.2019.10.0593

5

Feature selection algorithm for 3D visual guidance multi-channel motor imagery

多通道三维视觉指导运动想象脑电信号特征选择算法

Hu Min

Wang Zhiqiang

Huang Hongcheng

Li Chong

brain-computer interface(BCI)

motor imagery(MI)

electroencephalogram(EEG)

feature selection

adaptive differential evolution(ADE)

No. 3, 2020 : 794-798 doi:10.19734/j.issn.1001-3695.2018.08.0630

6

Incremental updating algorithm for CSP filter based on training sample evaluation

基于训练样本评估的CSP滤波器增量更新方法

Han Zhenyu

Liu Jin

Wu Xiaopei

electroencephalogram

common spatial pattern

samples selection

incremental update

No. 8, 2019 : 2328-2331,2337 doi:10.19734/j.issn.1001-3695.2018.01.0074

Search electroencephalogram

Searchelectroencephalogramreturned 6 results

Multilayer discriminant dictionary pair learning algorithm for motor imagery electroencephalogram recognition

Automatic detection technology of resting state EEG data for mild cognitive decline based on convolutional neural network

Novel multiclass classification framework with multi-branch LSTM and attention mechanism for mental workload evaluation

Fast sample entropy electroencephalogram emotion analysis of double sliding coarse granulation

Feature selection algorithm for 3D visual guidance multi-channel motor imagery

Incremental updating algorithm for CSP filter based on training sample evaluation