Advances in Neural Population Coding by M.A.L. Nicolelis

By M.A.L. Nicolelis

A collective examine attempt by way of scientists operating in laboratories around the globe, this booklet addresses concerns overlaying all points of neural inhabitants coding. This quantity, with contributions from unusual neuroscientists, is split into six sections containing a historic evaluation of the idea that of neural inhabitants, introducing a chain of recent experimental paradigms and analytical recommendations for investigating capability neural coding schemes and 4 sections targeting fresh advances in inhabitants coding in a large diversity of parts of mind examine.

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Comparison between the theoretical DTF (a) (and its inferred structural interactions (c)) and the theoretical PDC results (b) (with its signal flow diagram (d)). In both cases the signal flow graphs are constructed by assigning an arrow from the source structure (x-axis) to the targets (y-axis) when dark shaded areas are significant. The spectral densities for the time series are depicted along the shaded main diagonal of the arrays. The pairwise classical coherences (solid lines) are also depicted.

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2. We begin our analysis by inspecting the theoretical pairwise cross-correlation contained in the array of plots in Fig. 3a. Consider just the latencies and lead structures represented by the theoretical correlation maxima of Fig. 3a as summed up in Fig. 3b's diagram whose arrows are labelled with the absolute values of the latencies and originate in the leading structure. In deducing the structural relationships between the signals using this information, we may attempt to trim the diagram in Fig.

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