6533b826fe1ef96bd1283bcc

RESEARCH PRODUCT

Self-organizing maps: A new digital architecture

Filippo SorbelloM. GioielloAntonio ChellaGiorgio Vassallo

subject

Self-organizing mapHardware architectureVery-large-scale integrationArtificial neural networkComputer architectureFeature (computer vision)Computer scienceApplications architectureArchitectureDigital architecture

description

An original hardware architecture implementing the self-organizing feature maps, which is one of the most powerful and efficent neural network algorithm, is presented. The architecture, contrary to the most investigated hardware implementations of neural networks, is a full digital one and it may be easily built by using the standard VLSI techniques.

https://doi.org/10.1007/3-540-54712-6_250