Semiclassical Neural Network

Details Semiclassical Neural Network Semiclassical Neural Network

2002-02-02

arxiv.org/abs/quant-ph/0202015v3

stochastics and dynamics, Vol. 7, No. 3 (2007) 403-416

Physics

Quantum Physics

8 pages 2 figures; new sections and figures added on short term memory and period

Scientific paper

We have constructed a simple semiclassical model of neural network where neurons have quantum links with one another in a chosen way and affect one another in a fashion analogous to action potentials. We have examined the role of stochasticity introduced by the quantum potential and compare the system with the classical system of an integrate-and-fire model by Hopfield. Average periodicity and short term retentivity of input memory are noted.

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