A full-parallel implementation of Self-Organizing Maps on hardware.
Leonardo Alves DiasAugusto M. P. DamascenoElena I. GauraMarcelo A. C. FernandesPublished in: Neural Networks (2021)
Keyphrases
- self organizing maps
- parallel implementation
- parallel computation
- embedded processors
- graphics processing units
- neural network
- real time
- parallel architecture
- parallel computers
- competitive learning
- unsupervised learning
- hardware implementation
- input data
- neural gas
- k means
- parallel implementations
- som neural network
- parallel architectures
- distributed memory
- pattern recognition
- computing systems
- visualization methods
- message passing interface
- supervised learning
- machine learning
- image processing
- computer systems