Recurrent refractory neural field

Abstract

The author introduces and describes a recurrent neural field that is made up of refractory neurons. Every neutron of the field is chaotically connected to others with stochastically distributed bonds and shows the stochastical time varying threshold. The paper takes the location of the neuron in the space-time-firing state of the neuron field into account. The term neural field is used to describe a single layer intraconnected neural network. The input and output signals are distributed between clusters of closely connected neurons. A simple example shows good logical abilities of the refractory neural field. A three neuron refractory field is able to solve the exclusive OR problem.<>