Parallel Batch Self-Organizing Map on Graphics Processing Unit Using CUDA.
Habib DaneshpajouhPierre DelisleJean-Charles BoissonMichaël KrajeckiNordin ZakariaPublished in: CARLA (2017)
Keyphrases
- graphics processing units
- self organizing maps
- general purpose
- parallel processing
- parallel computing
- parallel implementation
- parallel computation
- gpu implementation
- real time
- graphics hardware
- parallel programming
- neural network
- computing systems
- massively parallel
- efficient implementation
- unsupervised learning
- highly parallel
- floating point
- compute unified device architecture
- k means
- learning vector quantization
- input data
- high performance computing
- growing self organizing map
- parallel architectures
- som neural network
- commodity hardware
- probabilistic neural network
- parallel machines
- shared memory
- fault tolerance
- feature space
- data sets