Hardware Implementation of Tanh Exponential Activation Function using FPGA.
Safa BouguezziHassene FaiedhChokri SouaniPublished in: SSD (2021)
Keyphrases
- hardware implementation
- activation function
- field programmable gate array
- neural network
- fpga implementation
- hardware architecture
- hardware design
- signal processing
- feed forward neural networks
- dedicated hardware
- software implementation
- efficient implementation
- image processing algorithms
- fpga technology
- artificial neural networks
- feedforward neural networks
- back propagation
- fpga device
- feed forward
- sigmoid function
- hidden nodes
- hidden layer
- learning rate
- xilinx virtex
- network architecture
- neural nets
- parallel architecture
- reconfigurable hardware
- general purpose processors
- learning algorithm
- basis functions
- small number
- extreme learning machine
- multi layer perceptron
- multilayer perceptron
- radial basis function
- fuzzy logic