Adaptive resonance associative map

• Main Author: TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 1995
• Subjects: Self-organization; Neural network architecture; Associative memory; Heteroassociative recall; Supervised learning; Computer Engineering; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5224; https://ink.library.smu.edu.sg/context/sis_research/article/6227/viewcontent/ARAM_NN95.pdf
• Institution: Singapore Management University

This article introduces a neural architecture termed Adaptive Resonance Associative Map (ARAM) that extends unsupervised Adaptive Resonance Theory (ART) systems for rapid, yet stable, heteroassociative learning. ARAM can be visualized as two overlapping ART networks sharing a single category field....