By M.A.L. Nicolelis

A collective examine attempt via scientists operating in laboratories worldwide, this publication addresses concerns overlaying all features of neural inhabitants coding. This quantity, with contributions from exotic neuroscientists, is split into six sections containing a ancient assessment of the concept that of neural inhabitants, introducing a chain of recent experimental paradigms and analytical recommendations for investigating strength neural coding schemes and 4 sections targeting contemporary advances in inhabitants coding in a huge diversity of components of mind learn.

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Biol. , in press. , Yu, C. and Oshiro, M. (1991) Structural analysis of neural circuits using the theory of directed graphs. Comp. Biomed. , 24: 7-28. C. and Timo-Iaria, C. 0998) Studying the interaction between brain structures via directed coherence and Granger causality. Appl. Sig. , 5: 40-48. S. G. (1986) Random Data: Analysis and Measurement Procedures. John Wiley, New York, 2nd ed. Brunel, N. E (1998) Mutual information, Fisher information, and population coding. , 10: 17311757. N. (1997) On the detection and measurement of synchrony in neural populations by coherence analysis.

According to PDC, Xl (n)'s role as a signal source for the whole structure is equally well deducible. A question that can arise about the use of PDC regards what happens when calculations are based on the processing of a reduced number of structures than are actually representative of the structure and dynamics of the process. e. by computing the pairwise PDC of the pairs like (xl(n), x2(n)), (x3(n), xa(n)) and (xs(n), x 6 ( n ) ) without making joint calculations involving the other structures.

Econometrica, 37: 424-438. Lutkepohl, H. (1993) Introduction to Multiple Time Series Analysis. Springer, Berlin, 2nd ed. , Jr. (1987) Digital Spectral Analysis. Prentice-Hall, Englewood Cliffs, NJ. L. ) (1998) Methods for Neural Ensemble Recordings. CRC Press, Boca Raton, FL. B. (1981) Spectral Analysis and Time Series. Academic Press, London. , de Ruyter van Steveninck, R. and Bialek, W. (1997) Spikes: Exploring the Neural Code. MIT Press, Cambridge, MA. , Breeze, P. and Conway, B. (1998) Identification of patterns of neuronal connectivity - - partial spectra, partial coherence, and neuronal interactions.

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