An efficient scheme for mental task classification utilizing reflection coefficients obtained from autocorrelation function of EEG signal-Reference-Cited by-同舟云学术

An efficient scheme for mental task classification utilizing reflection coefficients obtained from autocorrelation function of EEG signal

Published:2017-12-09 Issue:1 Volume:5 Page:1-12
ISSN:2198-4018
Container-title:Brain Informatics
language:en
Short-container-title:Brain Inf.

Author:

Rahman M. M.,Chowdhury M. A.,Fattah S. A.

Publisher

Springer Science and Business Media LLC

Subject

Cognitive Neuroscience,Computer Science Applications,Neurology

Link

http://link.springer.com/article/10.1007/s40708-017-0073-7/fulltext.html

Reference18 articles.

1. Siuly S, Li Y (2012) Improving the separability of motor imagery EEG signals using a cross correlation-based least square support vector machine for brain–computer interface. IEEE Trans Neural Syst Rehabil Eng 20(4):526

2. Suk HI, Lee SW (2013) A novel Bayesian framework for discriminative feature extraction in brain–computer interfaces. IEEE Trans Pattern Anal Mach Intell 35(2):286

3. Yong X, Ward RK, Birch GE (2008) Sparse spatial filter optimization for EEG channel reduction in brain–computer interface. In: Proceedings ICASSP, pp 417–420

4. Lu H, Plataniotis KN, Venetsanopoulos AN (2009) Regularized common spatial patterns with generic learning for EEG signal classification. In: Proceedings of IEEE engineering in medicine and biology society, pp 6599–6602

5. Palaniappan R (2006) Utilizing gamma band to improve mental task based brain–computer interface design. IEEE Trans Neural Syst Rehabil Eng 14(3):299

Cited by 19 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. Driver Distraction From the EEG Perspective: A Review;IEEE Sensors Journal;2024-02-01

2. Detection of Bruxism Using Inverse Discrete Wavelet Transformed Reconstructed Band Limited EEG Signals by Group Wise Feature Ranking;IEEE Access;2024

3. Classification of arithmetic mental task performances using EEG and ECG signals;The Journal of Supercomputing;2023-04-19

4. Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique;IEEE Transactions on Cognitive and Developmental Systems;2023-03

5. Cognitive capability identification in performing mental tasks using EEG-based coherence;International Journal of System Assurance Engineering and Management;2022-12-01