DocumentCode :
1927903
Title :
A neural network for the typicality effects
Author :
Hirahara, Makoto ; Nagano, Takashi
Author_Institution :
Fac. of Eng., Hosei Univ., Tokyo, Japan
Volume :
4
fYear :
2003
fDate :
20-24 July 2003
Firstpage :
2502
Abstract :
The typicality effect is an important finding on the internal structure of concept hierarchies in the field of cognitive psychology. It says that instances of any concept are mentally ordered with respect to their "typicality". The typicality affects mental behaviour of humans. For example, if asked to list up all the instances of a concept, subjects retrieve them in descending order of their typicality. We propose a neural network which demonstrates behaviour consistent with the typicality effect.
Keywords :
cognitive systems; neural nets; psychology; cognitive psychology; concept hierarchies; neural network; typicality effects; Ambient intelligence; Associative memory; Chromium; Erbium; Humans; Neural networks; Psychology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
ISSN :
1098-7576
Print_ISBN :
0-7803-7898-9
Type :
conf
DOI :
10.1109/IJCNN.2003.1223958
Filename :
1223958
Link To Document :
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