Micro-Ring-Resonator Based Passive Photonic Spike-Time-Dependent-Plasticity Scheme for Unsupervised Learning in Optical Neural Networks.
Charis MesaritakisMenelaos SkontranisGeorge SarantoglouAdonis BogrisPublished in: OFC (2020)
Keyphrases
- unsupervised learning
- neural network
- neural network model
- feed forward
- synaptic weights
- physical characteristics
- artificial neural networks
- supervised learning
- self organizing maps
- spike trains
- fuzzy logic
- semi supervised
- pattern recognition
- back propagation
- deep architectures
- multilayer perceptron
- ring signature
- dimensionality reduction
- spiking neurons
- object recognition
- genetic algorithm
- fault diagnosis
- neural nets
- learning rules
- deep learning
- expectation maximization
- spiking neural networks
- bayesian networks