Heterogeneous III-V-on-Silicon photonic Non-Linear Activation Function for Scalable Photonic Neural Networks.
George GiamougiannisBassem TossounRaymond G. BeausoleilGeza KurczveilPublished in: PSC (2023)
Keyphrases
- activation function
- neural network
- back propagation
- hidden layer
- feed forward neural networks
- artificial neural networks
- feed forward
- hidden neurons
- neural nets
- multilayer perceptron
- feedforward neural networks
- single hidden layer
- learning rate
- basis functions
- radial basis function
- network architecture
- sigmoid function
- hidden nodes
- extreme learning machine
- chaotic neural network
- recurrent neural networks
- pattern recognition
- single layer
- hidden units
- training phase
- trained neural network
- high dimensional
- machine learning