Bit-Slicing FPGA Accelerator for Quantized Neural Networks.
Olexa BilaniukSean WagnerYvon SavariaJean-Pierre DavidPublished in: ISCAS (2019)
Keyphrases
- neural network
- field programmable gate array
- hardware implementation
- xilinx virtex
- pattern recognition
- fuzzy logic
- fpga device
- embedded systems
- genetic algorithm
- hardware architecture
- real time image processing
- neural network model
- back propagation
- high speed
- parallel computing
- low cost
- artificial neural networks
- feed forward
- data acquisition
- multilayer perceptron
- recurrent neural networks
- self organizing maps
- fpga implementation
- activation function
- significant bit
- digital signal
- verilog hdl
- dct coefficients
- computing systems
- fuzzy systems
- multi layer
- neural nets
- signal processing
- source code