High-quality activation function for applications in neuromorphic photonic chips realized using low-quality nonlinear optical resonators.
Ivan A. PshenichnyukKamil R. TazievSergey S. KosolobovVladimir P. DrachevPublished in: CoRR (2024)
Keyphrases
- low quality
- activation function
- high quality
- neural network
- nonlinear functions
- hidden layer
- feed forward
- back propagation
- feed forward neural networks
- artificial neural networks
- learning rate
- neural nets
- multilayer perceptron
- sigmoid function
- feedforward neural networks
- network architecture
- high resolution
- radial basis function
- basis functions
- learning algorithm
- genetic algorithm