| Dynamics of information and emergent computation in generic neural microcircuit models (2005) | |||||||||||||||||
Abstract | |||||||||||||||||
| We employ an efficient method using Bayesian and linear classifiers for analyzing the dynamics of information in high-dimensional states of generic cortical microcircuit models. It is shown that such recurrent circuits of spiking neurons have an inher-ent capability to carry out rapid computations on complex spike patterns, merging information contained in the order of spike arrival with previously acquired context information. | |||||||||||||||||
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