EMANN - a model of emotions in an artificial neural network.
- Ronald Thenius,
- ,
- Thomas Schmickl
- University of Graz
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-reviewOpen access
Publication Information
Output type
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-reviewHost publication Subtitle
ECAL 2013: The Twelfth European Conference on Artificial LifeOriginal language
EnglishArticle number
978-0-262-31709-2-ch122Pages from-to (Number of pages)
Pages 830-837 (8 pages)Publication milestones
- Published - 2013
Publication status
Published - 2013
Publisher
MIT Press, United StatesPublication IDs
- Scopus: 85150150908
Host publication title
Artificial Life Conference ProceedingsAbstract
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.
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.
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Related Event
Title
European Conference on Artificial Life
Event type
ConferenceDegree of recognition
International eventDate
02/09/2013 - 06/09/2013Location
SicilyItaly
