A bayesian constraint on neural computation

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2006, Pages 655-658

  Levy, William B ^a  

^a UNIVERSITY OF VIRGINIA HEALTH SYSTEM   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN CONSTRAINT; NEURAL COMPUTATION; SYNAPSES;

COMPUTATION THEORY; DISTRIBUTION FUNCTIONS; NEURAL NETWORKS; NEURONS;

BAYESIAN NETWORKS;

EID: 39049106596     PISSN: 21578101     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2006.261866     Document Type: Conference Paper

References (9)

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4. W. B Levy, P. Crotty, T. Sangrey, and O Friesen, "Reply to Jurisic and Bezanilla's Letter to the Editor," J. Neurophysiol., in press, 2006.
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6. W. B Levy, C. M. Colbert, and N. L Desmond, "Elemental adaptive processes of neurons and synapses: A statistical/computational perspective." in Neuroscience and Connectionist Models, M. A. Gluck and D. E. Rumelhart, Eds. Hillsdale, NJ: Lawrence Erlbaum Assoc., Inc., pp. 187-235, 1990.
7. J. M. Bernardo and A. F. M. Smith, Bayesian Theory. England: John Wiley & Sons, Ltd, 2000.
8. P. Diaconis and D. Ylvisaker, Conjugate priors for exponential families, The Annals of Statistics, vol. 7, pp. 269-281, 1979.
9. O Bernander, C. Koch, and R. J. Douglas, "Amplifi cation and linearization of distal synaptic input to cortical pyramidal cells," J. Neurosci., vol. 72, pp. 2743-2753, 1994.