Simplified Hardware Implementation of the Softmax Activation Function.
Ioannis KouretasVassilis PaliourasPublished in: MOCAST (2019)
Keyphrases
- activation function
- hardware implementation
- signal processing
- neural network
- efficient implementation
- artificial neural networks
- feed forward neural networks
- software implementation
- dedicated hardware
- hidden nodes
- hidden layer
- image processing algorithms
- neural nets
- feed forward
- back propagation
- learning rate
- network architecture
- fpga device
- field programmable gate array
- basis functions
- fpga technology
- sigmoid function
- extreme learning machine
- training phase
- multilayer perceptron
- genetic algorithm
- data mining