EEG signals classification using the K-means clustering and a multilayer perceptron neural network model
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference34 articles.
1. Analysis of EEG records in an epileptic patient using wavelet transform;Adeli;Journal of Neuroscience Methods,2003
2. Wavelet applications in medicine;Akay;IEEE Spectrum,1997
3. Automatic seizure detection in EEG using logistic regression and artificial neural network;Alkan;Journal of Neuroscience Methods,2005
4. Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state;Andrzejak;Physical Review E,2001
5. A radial basis function neural network model for classification of epilepsy using EEG signals;Aslan;The Journal of Medical Systems,2008
Cited by 485 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. Explainable deep recurrent neural networks for the batch analysis of a pharmaceutical tableting process in the spirit of Pharma 4.0;International Journal of Pharmaceutics;2024-09
2. Unveiling the epilepsy enigma: an agile and optimal machine learning approach for detecting inter-ictal state from electroencephalogram signals;International Journal of Information Technology;2024-08-23
3. An epilepsy classification based on FFT and fully convolutional neural network nested LSTM;Frontiers in Neuroscience;2024-07-30
4. A machine learning artefact detection method for single-channel infant event-related potential studies;Journal of Neural Engineering;2024-07-16
5. Binary Classification of Epilepsy Using Classical Machine Learning Algorithms and Ensemble Learning Techniques;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28
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