A Massively Parallel Implementation of a Modular Self-Organizing Map on FPGAs.
Khaled Ben KhalifaMohamed Hédi BedouiPublished in: J. Circuits Syst. Comput. (2019)
Keyphrases
- massively parallel
- self organizing maps
- parallel computers
- neural network
- parallel architectures
- fine grained
- field programmable gate array
- parallel computing
- high performance computing
- som neural network
- input data
- hardware implementation
- probabilistic neural network
- unsupervised learning
- growing self organizing map
- learning vector quantization
- k means
- graphics processing units
- pairwise
- parallel machines
- efficient implementation
- similarity measure
- feature extraction