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Models for Neural Spike Computation and Cognition

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Models for Neural Spike Computation and Cognition - Staelin, Carl H, and Staelin, David H
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This monograph addresses the intertwined mathematical, neurological, and cognitive mysteries of the brain. It first evaluates the mathematical performance limits of simple spiking neuron models that both learn and later recognize complex spike excitation patterns in less than one second without using training signals unique to each pattern. Simulations validate these models, while theoretical expressions validate their simpler performance parameters. These single-neuron models are then qualitatively related to the training ...

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Models for Neural Spike Computation and Cognition 2011, Createspace Independent Publishing Platform, North Charleston SC

ISBN-13: 9781466472228

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