Interferometer-Based Photonic Circuit Classifier Showing >90% Accuracy for Well-Known Iris Dataset without Utilizing Nonlinear Activation Function.
Guangwei CongNoritsugu YamamotoTakashi InoueYuriko MaegamiMorifumi OhnoMakoto OkanoShu NamikiKoji YamadaPublished in: OFC (2020)
Keyphrases
- activation function
- neural network
- feature set
- classification accuracy
- feed forward neural networks
- support vector machine
- learning rate
- feedforward neural networks
- hidden layer
- back propagation
- individual classifiers
- multi layer perceptron
- multilayer perceptron
- feed forward
- training examples
- artificial neural networks
- training set
- feature selection
- radial basis function
- neural nets
- small number
- feature space
- learning algorithm