Artificial neural networks: an introduction to ANN theory and practice

P.J. Braspenning, F. Thuijsman, A. Weijters

Research output: Book/ReportBook

Abstract

Artificial neural networks in Neurosciences. This article shows that artificial neural networks are used for confirming the relationships between physiological and cognitive changes. Specifically, we explore the influence of a decrease of neurotransmitters on the behaviour of old people in recognition tasks. This artificial neural network recognizes learned patterns. When we change the threshold of activation in some units, the artificial neural network simulates the experimental results of old people in recognition tasks. However, the main contributions of this paper are the design of an artificial neural network and its operation inspired by the nervous system and the way the inputs are coded and the process of orthogonalization of patterns.
Original languageEnglish
PublisherSpringer Verlag
Number of pages1
Volume931
ISBN (Print)3540594884
Publication statusPublished - 1995

Keywords

  • Artificial Neural Networks

Cite this