Ace Computing and Applied Mathematics Center (Classic Reprint): Aec Research and Development Report - Couverture souple

Herbert Keller

 
9781332127825: Ace Computing and Applied Mathematics Center (Classic Reprint): Aec Research and Development Report

Synopsis

Explore how finite automata and perceptrons shape pattern recognition, with clear, practical insights for computing and math enthusiasts.

This report presents a focused look at how machines can classify inputs, recognize geometric patterns, and solve discrimination tasks. It ties together core ideas about neurons, nerve nets, and the role of approximation in real-world automata.


  • A concrete framework for describing input, output, and state in simple automata using binary vectors.

  • Descriptions of the perceptron and generalized neuron models, with attention to timing, thresholds, and connections.

  • Ways to measure how closely an automaton matches a discrimination problem, including concepts of approximate discrimination.

  • Foundational discussions about the limits of counting in networks and the impact of design choices on accuracy.



Ideal for readers who want a structured, accessible introduction to pattern recognition machines and their mathematical foundations.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9780656024223: Ace Computing and Applied Mathematics Center: Aec Research and Development Report (Classic Reprint)

Edition présentée

ISBN 10 :  0656024224 ISBN 13 :  9780656024223
Editeur : Forgotten Books, 2019
Couverture rigide