Derivation of Quantum Associative Network from Hopfield-Like ANN and HNeT

Derivation of Quantum Associative Network from Hopfield-Like ANN and HNeT

Mitja Peruš (University of Ljubljana, Slovenia) and Chu Kiong Loo (Multimedia University, Malaysia)
DOI: 10.4018/978-1-61520-785-5.ch008
OnDemand PDF Download:
$30.00
List Price: $37.50

Chapter Preview

Top

8.2 Associative Neural Networks

From now on, the terms like neural, neuron, synaptic connections, memory, association, learning, recognition, etc., will always be used in the formal sense of the present artificial neural net (ANN) theory.

Discrete model. In our starting Hopfield-like neural net model, the equation for change of neuronal activities (right in the whole state-vector and weight-matrix J, left in their components)or (8.1) is coupled with the Hebb equation for synaptic connections (again, left are components of the right expression)

or (8.2)

Complete Chapter List

Search this Book:
Reset