Stochastic Computing for Hardware Implementation of Binarized Neural Networks.
Tifenn HirtzlinBogdan PenkovskyMarc BocquetJacques-Olivier KleinJean-Michel PortalDamien QuerliozPublished in: IEEE Access (2019)
Keyphrases
- hardware implementation
- neural network
- efficient implementation
- signal processing
- dedicated hardware
- fpga implementation
- software implementation
- pattern recognition
- artificial neural networks
- memory management
- field programmable gate array
- hardware design
- hardware architecture
- genetic algorithm
- image processing algorithms
- jump diffusion process
- rbf network
- input image
- neural network model
- radial basis function
- fpga technology
- machine learning
- multilayer perceptron
- hopfield neural network
- document images
- fuzzy logic
- image binarization
- pipeline architecture