STORAGE OF WORDS IN A NEURAL-NETWORK

Authors
Citation
P. Perez et G. Salini, STORAGE OF WORDS IN A NEURAL-NETWORK, Physics letters. A, 181(1), 1993, pp. 61-66
Citations number
12
Categorie Soggetti
Physics
Journal title
ISSN journal
03759601
Volume
181
Issue
1
Year of publication
1993
Pages
61 - 66
Database
ISI
SICI code
0375-9601(1993)181:1<61:SOWIAN>2.0.ZU;2-J
Abstract
We present a neural network that may be used to store patterns with an especific correlation. It is based on a one-shot learning rule that i ncludes multi-neuron synapses. Dilution of connections is introduced n aturally, simplifying the implementation. The model may be related to the human ability to store and retrieve words. Numerical simulations o n a small network give an insight into the properties of this type of network.