Efficient Implementation of Activation Function on FPGA for Accelerating Neural Networks.
Kai QianYinqiu LiuZexu ZhangKun WangPublished in: ISCAS (2023)
Keyphrases
- efficient implementation
- activation function
- hardware implementation
- neural network
- artificial neural networks
- hidden layer
- back propagation
- field programmable gate array
- feed forward
- feed forward neural networks
- neural nets
- hidden neurons
- backpropagation algorithm
- multilayer perceptron
- feedforward neural networks
- learning rate
- hardware architecture
- radial basis function
- hidden nodes
- single hidden layer
- network architecture
- pattern recognition
- active set
- single layer
- multi layer perceptron
- neural network model
- basis functions
- hidden units
- decision making
- genetic algorithm
- training phase
- learning algorithm
- machine learning