Time-Predictable Acceleration of Deep Neural Networks on FPGA SoC Platforms.
Francesco RestucciaAlessandro BiondiPublished in: RTSS (2021)
Keyphrases
- activation function
- neural network
- artificial neural networks
- back propagation
- feed forward
- neural nets
- hardware implementation
- network architecture
- low power
- real time image processing
- radial basis function
- real time
- high speed
- field programmable gate array
- fuzzy logic
- signal processing
- genetic algorithm
- pattern recognition
- multi layer perceptron
- low cost
- hardware and software
- software implementation
- fpga implementation
- low power consumption
- hardware software co design
- data acquisition
- hardware architecture
- recurrent neural networks
- verilog hdl