A factor-analysis decoder for high-performance neural prostheses

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 5208-5211

  Santhanam, G ^a   Yu, B M ^a,b,c   Gilja, V ^a   Ryu, S I ^a,b   Afshar, A ^a,b   Sahani, M ^c   Shenoy, K V ^a,b  

^a Stanford University   (United States)

^b STANFORD UNIVERSITY   (United States)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Brain machine and brain eomputer interfaces; Factor analysis; Neural prostheses; Premotor cortex

Indexed keywords

BRAIN-MACHINE AND BRAIN-EOMPUTER INTERFACES; FACTOR ANALYSIS; INTERNATIONAL CONFERENCES; NEURAL PROSTHESES; PREMOTOR CORTEX;

ACOUSTICS; ERROR ANALYSIS; FORECASTING; SIGNAL PROCESSING; SPEECH;

DECODING;

EID: 51449112854     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518833     Document Type: Conference Paper

References (5)

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2. R. S. Kalmar, V. Gilja, G. Santhanam, S. I. Ryu, B. M. Yu, A. Afshar, and K. V. Shenoy, "PMd delay activity during rapid sequential movement plans," Program No. 519.17. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Soc. for Neurosci., Nov. 2005.
3. V. Gilja, R. S. Kalmar, G. Santhanam, S. I. Ryu, B. M. Yu, A. Afshar, and K. V. Shenoy, "Trial-by-trial mean normalization improves plan period reach target decoding," Program No. 519.18. 2005 Abstract Viewer/Itinerary Planner. Washington, DC: Soc. for Neurosci., Nov. 2005.
4. M. M. Churchland, G. Santhanam, and K. V. Shenoy, "Preparatory activity in premotor and motor cortex reflects the speed of the upcoming reach," Journal of Neurophysiology, vol. 96, pp. 3130-3146, 2006.
5. S. Roweis and Z. Ghahramani, "A unifying review of linear gaussian models," Neural Comput, vol. 11, no. 2, pp. 305-345, 1999.