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
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;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527675
