A Model of Synaptic Formation Between Neurons in a Network

Abstract

In our days, there is a need of designing a more realistic model of a dynamic complex neural system. The inspiration arise from the biological hypothesis about the functionality of certain subsystems of the nervous system. An idea, that began in some previous papers, was materialized in the construction of the so called prion neural system. The present article focuses on the way the synapses between neurons of a network can be modeled by designing the binding affinities between them. Of biological inspiration is also the original idea that governs this article: in a network of neurons any neuron should not be able to bind with any other neuron. This is the reason we present a model of synaptic formation between different kinds of neurons in a network. A detailed case of study is presented in the end of this paper.