Mixed observation filtering for neural data

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

Volumn , Issue , 2008, Pages 5201-5203

  Eden, Uri T ^a,b,c   Brown, Emery N ^a,b,c  

^a Boston University   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c MASSACHUSETTS GENERAL HOSPITAL   (United States)

Author keywords

Adaptive Filters; Brain Computer Interface; Kalman Filtering; Neural Coding; Point Processes

Indexed keywords

BRAIN-COMPUTER INTERFACE; KALMAN FILTERING; NEURAL CODING; POINT PROCESSES;

ACOUSTICS; ADAPTIVE FILTERING; ADAPTIVE FILTERS; BIOELECTRIC PHENOMENA; CELLULAR RADIO SYSTEMS; CONTROL THEORY; SIGNAL PROCESSING; SPEECH; STATISTICAL METHODS; TRAJECTORIES;

BRAIN;

EID: 51449086911     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518831     Document Type: Conference Paper

References (4)

1. U.T. Eden. Point Process Filters in the Analysis of Neural Spiking Models. Ph.D. Thesis in Engineering Sciences, Harvard University, 2005.
2. U.T. Eden, L.M. Frank, R. Barbieri, V. Solo, and E.N. Brown. "Dynamic analyses of neural encoding by point process adaptive filtering," Neural Computation, vol. 16, no. 5, pp. 971-998, 2004.
3. L. Srinivasan, U.T. Eden, S.K. Mitter, and E.N. Brown. "General purpose filter design for neural prosthetic devices," Journal of Neurophysiology, vol. 98, no. 4, pp. 2456-75, 2007.
4. M.J. Prerau, A.C. Smith, U.T. Eden, M. Yanike, W.A. Suzuki, and E.N. Brown. "A mixed filter algorithm for state estimation from simultaneously recorded continuous-valued and binary observation," Biological Cybernetics, 2007, Submitted.