Large-Scale Memory of Sequences Using Binary Sparse Neural Networks on GPU.
Max Raphael Sobroza MarquesGhouthi Boukli HaceneCarlos Eduardo Rosar Kós LassancePierre-Henri HorreinPublished in: HPCS (2017)
Keyphrases
- neural network
- auto associative
- real time
- pattern recognition
- hidden markov models
- fuzzy logic
- real world
- genetic algorithm
- long sequences
- small scale
- memory requirements
- sparse representation
- multi layer
- neural network model
- artificial neural networks
- graphics processors
- multilayer perceptron
- associative memory
- feed forward
- fault diagnosis
- sequential patterns
- computational power
- data transfer
- limited memory
- graphics hardware
- multi threaded
- self organizing maps
- binary strings
- image sequences
- compute intensive