Implementation of ART Architecture on CNAPS Neuro-Computer

摘要

This study reports the attempt being made to implement Adaptive Resonance Theory (ART) neural network architecture on Adaptive Solution Inc. CNAPS" Neuro-Computer. The architecture is being implemented on a Single Instruction, Multiple Data (SIMD) Parallel computer, having 256 processors. CNAPS-C language, modified ANSI C having parallel construction, is used in generating the ART code. Five important issues in the implementation are addressed. The performance of the implementation is used to bench-mark against the sequential version using standard data sets.