High-speed time series prediction and classification on an all-optical neural network.
Aashu JhaChaoran HuangHsuan-Tung PengWeipeng ZhangBhavin J. ShastriPaul R. PrucnalPublished in: OFC (2022)
Keyphrases
- high speed
- neural network
- neural network model
- pattern recognition
- learning vector quantization
- artificial neural networks
- feature selection
- classification accuracy
- feature vectors
- multi layer perceptron
- training process
- support vector
- text classification
- automatic classification
- support vector machine svm
- recurrent neural networks
- feature extraction
- classification method
- classification algorithm
- machine learning
- classification scheme
- class labels
- benchmark datasets
- non stationary
- support vector machine
- decision trees
- back propagation
- prediction model
- training samples
- autoregressive
- model selection
- feature space
- neural network is trained