DocumentCode
2336399
Title
Unusual effects of "artificial dreams" encountered during learning in neural network
Author
Tadeusiewicz, Ryszard ; Izworski, Andrzej ; Bulka, Jaroslaw ; Wochlik, Ireneusz
Author_Institution
Dept. of Automatics, AGH Univ. of Sci. & Technol., Krakow, Poland
Volume
7
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
4205
Abstract
Most researchers focused on particular result ignore intermediate stages of learning process of neural networks. However some "immature" neurons exhibit behavior that can be interpreted as source of "artificial dreams". Article presents examples of simple neural networks with capabilities which might explain the origins of dreams and myths.
Keywords
Hebbian learning; artificial life; neural nets; unsupervised learning; Hebbian rule; artificial dreams; immature neurons; neural network learning; self learning; Artificial neural networks; Biological neural networks; Books; Brain modeling; Electronic mail; Humans; Intelligent networks; Neural networks; Neurons; Psychology; Neural networks; hebbian rule; learning process; self-learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527675
Filename
1527675
Link To Document