Separation of multi-channel spinal cord recordings using unsupervised adaptive filtering

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 3, Issue , 2002, Pages 2014-2015

  Tie, Yanmei ^a   Sahin, Mesut ^a  

^a Louisiana Tech University   (United States)

Author keywords

Blind source separation; Independent component analysis; Selective neural recording; Signal to noise ratio

Indexed keywords

ADAPTIVE FILTERING; BIOELECTRIC POTENTIALS; BLIND SOURCE SEPARATION; COMPUTER SIMULATION; INDEPENDENT COMPONENT ANALYSIS; MATRIX ALGEBRA; MICROELECTRODES; SIGNAL TO NOISE RATIO; TISSUE;

MULTI-CHANNEL SPINAL CORD RECORDINGS; SELECTIVE NEURAL RECORDING; UNSUPERVISED ADAPTIVE FILTERING;

BRAIN;

EID: 0036916104     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. M. Sahin, "Selective recordings of motor signals from the corticospinal tract", Proceedings of International Functional Electrical Stimulation Society, Cleveland, Ohio, June, 2001.
2. S. Haykin, "Unsupervised adaptive filtering. Volume 1: Blind source separation," John Wiley and Sons, New York, 2000.
3. A. Cichocki, and R. Unbehauen, "Robust Neural Networks with On-Line Learning for Blind Identification and Blind Separation of Sources", IEEE Transactions on Circuits and Systems - I: Fundamental Theory and Applications, vol. 43, No. 11, pp. 894-906, 1996.
4. C. Jutten, and J. Herault, "Blind separation of sources, Part I: An adaptive algorithm based on neuromimetic architecture", Signal Processing, Vol. 24, pp. 1-10, 1991.