DocumentCode :
3312902
Title :
Evolving an emotion-based neural control architecture
Author :
Ackovska, Nevena ; Bozinovski, Stevo ; Bozinovska, Liljana
Author_Institution :
FNSM Sts. Cyril & Methodius Univ., Skopje
fYear :
2008
fDate :
3-6 April 2008
Firstpage :
404
Lastpage :
408
Abstract :
This work addresses a central problem in evolvable systems - evolution of a neural based emotion integrated learning phenotype from an initial genotype. It describes morphogenesis of a cognitive system based on a neural network, starting from a single genotype having a modulon control structure. It further presents an axon growing mechanism as second step of neural evolution. The neural architecture presented here has the ability to evolve to an emotion integrated neural leaning architecture.
Keywords :
cognition; neural nets; neurocontrollers; cognitive system; emotion-based neural control; integrated learning phenotype; modulon control structure; Artificial intelligence; Artificial neural networks; Bioinformatics; Computer architecture; Control systems; Evolution (biology); Genetics; Genomics; Nerve fibers; Neural networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Southeastcon, 2008. IEEE
Conference_Location :
Huntsville, AL
Print_ISBN :
978-1-4244-1883-1
Electronic_ISBN :
978-1-4244-1884-8
Type :
conf
DOI :
10.1109/SECON.2008.4494328
Filename :
4494328
Link To Document :
بازگشت