Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks.
Dominika Przewlocka-RusSyed Shakib SarwarH. Ekin SumbulYuecheng LiBarbara De SalvoPublished in: CoRR (2022)
Keyphrases
- neural network
- real time
- ibm power processor
- computational power
- pattern recognition
- hardware implementation
- hardware and software
- artificial neural networks
- fuzzy logic
- low cost
- computer systems
- image processing
- power consumption
- multilayer perceptron
- feed forward
- neural nets
- recurrent neural networks
- back propagation
- learning algorithm
- image coding
- self organizing maps
- multiresolution
- multi layer
- fuzzy systems
- multiscale
- massively parallel
- circuit design
- error resilience
- parallel hardware
- genetic algorithm