Analytical model for the effects of learning on spike count distributions

Neural Computation

Volumn 12, Issue 8, 2000, Pages 1773-1787

  Settanni, Gianni ^a   Treves, Alessandro ^a  

^a SISSA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ARTICLE; ARTIFICIAL INTELLIGENCE; BIOLOGICAL MODEL; NERVE CELL; NORMAL DISTRIBUTION; PHYSIOLOGY;

ACTION POTENTIALS; ARTIFICIAL INTELLIGENCE; MODELS, NEUROLOGICAL; NEURONS; NORMAL DISTRIBUTION;

EID: 0034241699     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976600300015132     Document Type: Article

References (11)

1. Abeles, M., Vaadia, E., & Bergman, H. (1990). Firing patterns of single units in the prefrontal cortex and neural network models. Network, 1, 13-25.
2. Barnes, C. A., McNaughton, B. L., Mizumori, S. J. Y., Leonard, B. W., & Lin, L.-H. (1990). Comparison of spatial and temporal characteristics of neuronal activity in sequential stages of hippocampal processing. In J. Storm-Mathisen, J. Zimmer, & O. P. Ottersen (Eds.), Understanding the brain through the hippocampus (pp. 287-300). Amsterdam: Elsevier.
3. Levy, W. B., & Baxter, R. A. (1996). Energy efficient neural codes. Neural Comp., 8, 531-543.
4. Panzeri, S., Booth, M., Wakeman, E. A., Rolls, E. T., & Treves, A. (1996). Do firing rate distributions reflect anything beyond just chance? Society for Neuroscience Abstracts, 22, 1124.
5. Panzeri, S., Rolls, E. T., Treves, A., Robertson, R. G., & Georges-François, P. (1997). Efficient encoding by the firing of hippocampal spatial view cells. Society for Neuroscience Abstracts, 23, 195.4.
6. Ringo, J. L., & Nowicka, A. (1996). Long term memory for visual images in the hippocampus and inferotemporal cortex. Society for Neuroscience Abstracts, 22, 281.
7. Rolls, E. T., & Treves, A. (1998). Neural networks and brain function. Oxford: Oxford University Press.
8. Shannon, C. E. (1948). A mathematical theory of communication. AT&T Bell Labs. Tech. J., 27, 379-423.
9. Treves, A. (1995). Quantitative estimate of the information relayed by the Schaffer collaterals. J. Comp. Neurosci., 2, 259-272.
10. Treves, A., Panzeri, S., Rolls, E. T., Booth, M. C. A., & Wakeman, E. A. (1999). Firing rate distributions and efficiency of information transmission of inferior temporal cortex neurons to natural visual stimuli. Neural Comp., 11, 611-641.
11. Treves, A., & Rolls, E. T. What determines the capacity of autoassociative memories in the brain. Network, 2:371-397, 1991.