DocumentCode
1749196
Title
An unsupervised competitive neural network based on local inhibitory links
Author
Acciani, Giuseppe ; Chiarantoni, Emesto ; Grassi, Giuseppe
Author_Institution
Dipartimento di Elettrotecnica ed Elettronica, Politecnico di Bari, Italy
Volume
2
fYear
2001
fDate
2001
Firstpage
951
Abstract
This paper describes a new model of unsupervised competitive neural network. The approach, which is based on innovative learning algorithm, exploits local connection among neural units. The aim of the proposed model is to make hardware implementations of competitive neural architectures easier
Keywords
neural net architecture; unsupervised learning; competitive neural network; local inhibitory links; neural architectures; unsupervised learning; Clocks; Clustering algorithms; Equations; Feature extraction; Neural network hardware; Neural networks; Neurons; Pattern analysis; Pattern recognition; Very large scale integration;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
Conference_Location
Washington, DC
ISSN
1098-7576
Print_ISBN
0-7803-7044-9
Type
conf
DOI
10.1109/IJCNN.2001.939488
Filename
939488
Link To Document