Artificial Neural Nets with Interaction of Afferents

Blasio, Gabriel de and Moreno Díaz, Arminda and Moreno Díaz, Roberto (2011). Artificial Neural Nets with Interaction of Afferents. In: "13th International Conference Computer Aided systems theory - Eurocast 2011", 06/02/2011 - 11/02/2011, Las Palmas de Gran Canaria, España. ISBN 9783642275494.

Description

Title: Artificial Neural Nets with Interaction of Afferents
Author/s:
  • Blasio, Gabriel de
  • Moreno Díaz, Arminda
  • Moreno Díaz, Roberto
Item Type: Presentation at Congress or Conference (Article)
Event Title: 13th International Conference Computer Aided systems theory - Eurocast 2011
Event Dates: 06/02/2011 - 11/02/2011
Event Location: Las Palmas de Gran Canaria, España
Title of Book: Proceedings of the 13th International Conference Computer Aided systems theory - Eurocast 2011
Date: 2011
ISBN: 9783642275494
Subjects:
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The aim is to obtain computationally more powerful, neuro physiologically founded, artificial neurons and neural nets. Artificial Neural Nets (ANN) of the Perceptron type evolved from the original proposal by McCulloch an Pitts classical paper [1]. Essentially, they keep the computing structure of a linear machine followed by a non linear operation. The McCulloch-Pitts formal neuron (which was never considered by the author’s to be models of real neurons) consists of the simplest case of a linear computation of the inputs followed by a threshold. Networks of one layer cannot compute anylogical function of the inputs, but only those which are linearly separable. Thus, the simple exclusive OR (contrast detector) function of two inputs requires two layers of formal neurons

More information

Item ID: 11749
DC Identifier: http://oa.upm.es/11749/
OAI Identifier: oai:oa.upm.es:11749
Official URL: http://www.springer.com/computer/theoretical+computer+science/book/978-3-642-27578-4
Deposited by: Memoria Investigacion
Deposited on: 15 Nov 2012 10:03
Last Modified: 22 Sep 2014 10:51
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