Real-time adaptive information-theoretic optimization of neurophysiology experiments

Advances in Neural Information Processing Systems

Volumn , Issue , 2007, Pages 857-864

  Lewi, Jeremy ^a   Butera, Robert ^b   Paninski, Liam ^c  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^c NONE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE TECHNIQUE; COMPUTATIONAL CHALLENGES; FAST ADAPTATIONS; FAST ALGORITHMS; HIGH-DIMENSIONAL; LOW-RANK MATRICES; MODEL PARAMETERS; NEAR-REAL TIME; NEURAL RESPONSE; NUMERICAL LINEAR ALGEBRA; PARAMETER SPACES; SHANNON INFORMATION; STATISTICAL MODELS;

ALGORITHMS; EXPERIMENTS; INFORMATION THEORY; LINEAR ALGEBRA; OPTIMIZATION;

PARAMETER ESTIMATION;

EID: 34948852809     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. I. Nelken, et al., Hearing Research 72, 237 (1994).
2. P. Foldiak, Neurocomputing 38-40, 1217 (2001).
3. K. Zhang, et al., Proceedings (Computational and Systems Neuroscience Meeting, 2004).
4. R. C. deCharms, et al., Science 280, 1439 (1998).
5. C. Machens, et al., Neuron 47, 447 (2005).
6. A. Watson, et al., Perception and Psychophysics 33, 113 (1983).
7. L. Paninski, Neural Computation 17, 1480 (2005).
8. P. McCullagh, et al., Generalized linear models (Chapman and Hall, London, 1989).
9. L. Paninski, Network: Computation in Neural Systems 15, 243 (2004).
10. E. Simoncelli, et al., The Cognitive Neurosciences, M. Gazzaniga, ed. (MIT Press, 2004), third edn.
11. P. Dayan, et al., Theoretical Neuroscience (MIT Press, 2001).
12. E. Chichilnisky, Network: Computation in Neural Systems 12, 199 (2001).
13. F. Theunissen, et al., Network: Computation in Neural Systems 12, 289 (2001).
14. L. Paninski, et al., Journal of Neuroscience 24, 8551 (2004).
15. M. Gu, et al., SIAM Journal on Matrix Analysis and Applications 15, 1266 (1994).
16. N. A. Lesica, et al., IEEE Trans. On Neural Systems And Rehabilitation Engineering 13, 194 (2005).