DocumentCode
1819173
Title
A conceptual interpretation of spurious memories in the Hopfield-type neural network
Author
Jang, Ju-Seog ; Kim, Myung Won ; Lee, Youngjik
Author_Institution
Electron. & Telecommun. Res. Inst., Taejeon, South Korea
Volume
1
fYear
1992
fDate
7-11 Jun 1992
Firstpage
21
Abstract
It is shown that the spurious memories are represented as logical combinations of the learned memories. By assigning a conceptual interpretation to each learned memory, the spurious memories can be interpreted as novel conceptual knowledge created by the network. It is proposed that the generation of spurious memories be considered a primitive creativity that the simple network exhibits in high-level information processing
Keywords
Hebbian learning; Hopfield neural nets; knowledge representation; Hopfield-type neural network; conceptual interpretation; conceptual knowledge; creativity; learned memories; spurious memories; Art; Artificial intelligence; Artificial neural networks; Cities and towns; Hopfield neural networks; Information processing; Intelligent networks; Neural networks; Neurons; Samarium;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location
Baltimore, MD
Print_ISBN
0-7803-0559-0
Type
conf
DOI
10.1109/IJCNN.1992.287210
Filename
287210
Link To Document