An Efficient Motor Imagery Classification Framework using Sparse Brain Connectivity and Class-consistent Dictionary Learning from Electroencephalogram Signals

Author:

Pain Subrata1ORCID,Samanta Debasis2ORCID,Sarma Monalisa3ORCID

Affiliation:

1. Advanced Technology Development Center, Indian Institute of Technology Kharagpur, India

2. Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India

3. Subir Chowdhury School of Quality and Reliability, Indian Institute of Technology Kharagpur, India

Publisher

ACM

Reference24 articles.

1. M Aharon, M Elad, and AM Bruckstein. 2005. K-svd: An algorithm for designing of overcomplete dictionaries for sparse representation. to appear in the IEEE Trans. On Signal Processing (2005).

2. Wavelet-Based Feature Extraction for the Analysis of EEG Signals Associated with Imagined Fists and Feet Movements

3. André M Bastos and Jan-Mathijs Schoffelen. 2016. A tutorial review of functional connectivity analysis methods and their interpretational pitfalls. Frontiers in systems neuroscience 9 (2016), 175.

4. Emmanuel J Candes, Justin K Romberg, and Terence Tao. 2006. Stable signal recovery from incomplete and inaccurate measurements. Communications on Pure and Applied Mathematics: A Journal Issued by the Courant Institute of Mathematical Sciences 59, 8 (2006), 1207–1223.

5. Deep Sparse Representation Classifier for facial recognition and detection system

同舟云学术

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