Research on the classification of EEG signals based on LM algorithm

Research on the classification of EEG signals based on LM algorithm

In order to realize the accurate classification of EEG signals based on motion imagination, the Levenberg Marquardt(LM) algorithm is proposed to replace the BP neural network classifier to improve the classification recognition rate. Based on the BCI2008 competition laboratory paradigm, we used Emot...

Full description

Bibliographic Details
Main Authors: Zhao Dongdong, Song Hongjun, Xu Yuhu, Cui Dongyun, Wang Shuai, Ding Xiaoling
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2018-12-01
Series:Dianzi Jishu Yingyong
Subjects:
EEG
motion imagination
BP neural network
LM algorithm
MATLAB GUI
Online Access:http://www.chinaaet.com/article/3000094822

Internet

http://www.chinaaet.com/article/3000094822

Similar Items