Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference73 articles.
1. Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework;Acharya;Expert Systems with Applications,2012
2. Reducing training requirements through evolutionary based dimension reduction and subject transfer;Atyabi;Neurocomputing,2017
3. Classification of motor imagery movements using multivariate empirical mode decomposition and short time fourier transform based hybrid method;Bashar;Engineering Science and Technology, an International Journal,2016
4. Automatic feature selection of motor imagery EEG signals using differential evolution and learning automata;Bhattacharyya;Medical & Biological Engineering & Computing,2014
5. Brain–computer interface in paralysis;Birbaumer;Current Opinion in Neurology,2008
Cited by 78 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. HBO-GMRNN: Honey badger optimization based gain modulated recurrent neural network for classification of breast cancer;Biomedical Signal Processing and Control;2024-05
2. Utilizing Graph Signal-Processing-Based Spectrum to Classify Mental Tasks With Multichannel EEG Signals;IEEE Sensors Journal;2024-02-01
3. Input-parameter optimization using a SVR based ensemble model to predict landslide displacements in a reservoir area – A comparative study;Applied Soft Computing;2024-01
4. Dimensionality Reduction Algorithms in Machine Learning: A Theoretical and Experimental Comparison;RAiSE-2023;2023-12-19
5. EEG temporal information-based 1-D convolutional neural network for motor imagery classification;Multimedia Tools and Applications;2023-08-22
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3