Principles of Constructing Layered Neural Networks Based on Pulse Neurons

In the article we describe principles of pulse implementation of multilayer neural networks using biologically plausible neurons. It is shown that the multilayer perceptron can be modeled with a neural network composed of pulse neurons using impulse information coding.

Bibliographic Details
Main Author: O. A. Dunaeva
Format: Article
Language:English
Published: Yaroslavl State University 2011-06-01
Series:Моделирование и анализ информационных систем
Subjects:
Online Access:https://www.mais-journal.ru/jour/article/view/1089