Si microring resonator crossbar array for on-chip inference and training of optical neural network.
Shuhei OhnoKasidit ToprasertpongShinichi TakagiMitsuru TakenakaPublished in: CoRR (2021)
Keyphrases
- neural network
- focal plane
- training algorithm
- programmable logic
- training process
- feed forward neural networks
- multi layer perceptron
- image sensor
- feedforward neural networks
- neural network training
- high speed
- training patterns
- artificial neural networks
- analog vlsi
- back propagation
- structured prediction
- train a neural network
- backpropagation algorithm
- genetic algorithm
- fuzzy logic
- feed forward
- activation function
- neural network structure
- training set
- low cost
- training samples
- fault diagnosis
- physical design
- infrared
- inference process
- vlsi implementation
- recurrent networks
- belief networks
- high density
- training phase
- bayesian networks
- training data