Linear readout from a neural population with partial correlation data

Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010

Volumn , Issue , 2010, Pages

  Wohrer, Adrien ^a   Romo, Ranulfo ^b   MacHens, Christian ^a  

^a ECOLE NORMALE SUPÉRIEURE   (France)

^b INSTITUTO DE FISIOLOGÍA CELULAR   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

ITERATIVE METHODS; NEURAL NETWORKS; POPULATION STATISTICS;

CORRELATION DATA; DISCRIMINATION THRESHOLDS; NEURAL POPULATIONS; NOISE CORRELATION; NOISE CORRELATION MATRIXES; PARAMETRIC MODELS; PARTIAL CORRELATION; POPULATION SIZES; RESPONSE VARIABILITY; SIGNAL CORRELATION;

MATRIX ALGEBRA;

EID: 85161999001     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Zohary, E. and Shadlen, M.N. and Newsome, W.T. (1994) Correlated neuronal discharge rate and its implications for psychophysical performance, Nature 370(6485): 140-143
2. Romo, R., Hernández, A., Zainos, A. and Salinas, E. (2003) Correlated neuronal discharges that increase coding efficiency during perceptual discrimination, Neuron 38(4): 649-657
3. Averbeck, B.B., Latham, P.E. and Pouget, A. (2006) Neural correlations, population coding and computation, Nature Reviews Neuroscience 7(5): 358-366
4. Abeles, M. (1991) Corticonics: Neural circuits of the cerebral cortex, Cambridge Univ Pr
5. Lee, D., Port, N.L., Kruse, W. and Georgopoulos, A.P. (1998) Variability and correlated noise in the discharge of neurons in motor and parietal areas of the primate cortex, Journal of Neuroscience 18(3)
6. Petersen, R.S., Panzeri, S. and Diamond, M.E. (2001) Population coding of stimulus location in rat somatosensory cortex, Neuron 32(3): 503-514
7. Wohrer, A., Romo, R. and Machens, C. K. (2010) Online readout of frequency information in areas SI and SII Computational and Systems Neuroscience 2010 (CoSyne)
8. Abbott, LF and Dayan, P. (1999) The effect of correlated variability on the accuracy of a population code, Neural Computation 11(1): 91-101
9. Horn, R.A. and Johnson, C.R. (1990) Matrix analysis, Cambridge Univ Pr
10. Johnson, R.A. and Wichern, D.W. (1998) Applied multivariate statistical analysis, Prentice Hall Englewood Cliffs, NJ
11. Janik, R.A. and Nowak, M.A. (2003) Wishart and anti-Wishart random matrices, Journal of Physics A: Mathematical and General 36: 3629-3637
12. Fisher, R.A. (1915) Frequency Distribution of the Values of the Correlation Coefficients in Samples from an Indefinitely Large Population, Biometrika 10(4)
13. Britten, KH, Shadlen, MN, Newsome, WT and Movshon, JA (1992) The analysis of visual motion: a comparison of neuronal and psychophysical performance, Journal of Neuroscience 12(12)
14. Romo, R. and Salinas, E. (2003) Flutter discrimination: neural codes, perception, memory and decision making, Nature Reviews Neuroscience 4(3): 203-218