Title :
Activation and competition system and universe lines algorithm
Author :
Buscema, Massimo ; Sacco, Pier Luigi
Author_Institution :
Semeion Res. Center, Rome, Italy
Abstract :
The Activation and Competition System (ACS), developed by Buscema in 2009 is an original algorithm that can simulate a non linear associative memory, partially inspired by Grossberg´s IAC is presented. The Universe Lines Algorithm (ULA) is an extension of ACS and developed in 2010. ULA is able to transform all the variables of an assigned dataset into a group of connected dynamical systems.
Keywords :
associative processing; content-addressable storage; neural nets; Buscema; Grossberg IAC; activation and competition system; connected dynamical system; nonlinear associative memory; universe lines algorithm; Artificial neural networks; Associative memory; Computational modeling; Computer architecture; Distributed computing; Frequency; ACS; Gang dataset; SOM; ULA; auto-associative neural networks; component;
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2010 Annual Meeting of the North American
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-7859-0
Electronic_ISBN :
978-1-4244-7857-6
DOI :
10.1109/NAFIPS.2010.5548301
