The Ising Decision Maker: A binary stochastic network for choice response time.

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The Ising Decision Maker: a binary stochastic network for choice response time.

The Ising Decision Maker (IDM) is a new formal model for speeded two-choice decision making derived from the stochastic Hopfield network or dynamic Ising model. On a microscopic level, it consists of 2 pools of binary stochastic neurons with pairwise interactions. Inside each pool, neurons excite each other, whereas between pools, neurons inhibit each other. The perceptual input is represented ...

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ژورنال

عنوان ژورنال: Psychological Review

سال: 2014

ISSN: 1939-1471,0033-295X

DOI: 10.1037/a0037012