Spiking neurons and central executive control: The origin of the 50-millisecond cognitive cycle

9th International Conference on Cognitive Modelling, 2009

Terrence C. Stewart, Chris Eliasmith

Abstract

A common feature of many cognitive architectures is a central executive control with a 50-millisecond cycle time. This system determines which action to perform next, based on the current context. We present the first model of this system using spiking neurons. Given the constraints of well-established neural time constants, a cycle time of 46.6 milliseconds emerges from our model. This assumes that the neurotransmitter used is GABA (with GABA-A receptors), the primary neurotransmitter for the basal ganglia, where this cognitive module is generally believed to be located.

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9th International Conference on Cognitive Modelling

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