EMANN - a model of emotions in an artificial neural network.

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Abstract

With the work at hand we want to present a model of a neural system, that is influenced by emotions. This model is based on the state of the art concept of artificial neural networks (ANN) which we improve by adding ‘artificial emotions’. The way of the implementation of emotions is basedon the research results regarding the biological and biochemical processes modulating neural cells in animals and humans. The described modulation takes place not only on the level
of synapses, but also on the level of calculations happening on the membrane of the cell, or the node of the ANN, respectively. The suggested model also includes the biological fact, that neuro modulatory glands (e.g., hypophysis) are mainly controlled by the neuronal system itself. The resulting proposed system is named EMotional Artificial Neural Network (EMANN). It shows that EMANN has different abilities, compared to ANNs without emotions.
OriginalsprogEngelsk
TitelArtificial Life Conference Proceedings : ECAL 2013: The Twelfth European Conference on Artificial Life
Antal sider8
ForlagMIT Press
Publikationsdato2013
Sider830-837
Artikelnummer978-0-262-31709-2-ch122
DOI
StatusUdgivet - 2013
Udgivet eksterntJa
BegivenhedEuropean Conference on Artificial Life. Sicily, Italy - Sicily, Italien
Varighed: 2 sep. 20136 sep. 2013
Konferencens nummer: 12th

Konference

KonferenceEuropean Conference on Artificial Life. Sicily, Italy
Nummer12th
Land/OmrådeItalien
BySicily
Periode02/09/201306/09/2013

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