Properties and applications of weakly nonlinear neurons

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摘要

The purpose of the paper is to present solutions of some problems associated with implementations of a weakly nonlinear neuron. We give estimates between constants in the Fečkan Theorem and relations guarantying the pseudo-orbit tracing property (POTP). Then, a weakly nonlinear neuron is applied to a XOR-like problem.

论文关键词：Primary 37M99,Secondary 68T99,Discretization,Dynamical system,Topological conjugacy

论文评审过程：Received 7 August 2002, Revised 27 June 2003, Accepted 2 September 2003, Available online 16 December 2003.

论文官网地址：https://doi.org/10.1016/j.cam.2003.09.007