Silicon Ring Resonator with Phase-Change Material as a Plastic Dynamical Node for Scalable All-Optical Neural Networks with Synaptic Plasticity.
Alessio LugnanSantiago Garcia-Cuevas CarrilloJunchao SongSamarth AggarwalFrank Brückerhoff-PlückelmannWolfram H. P. PerniceHarish BhaskaranC. David WrightPeter BienstmanPublished in: ICTON (2023)
Keyphrases
- neural network
- synaptic plasticity
- biologically plausible
- spiking neural networks
- synaptic weights
- pattern recognition
- waveguide
- feed forward
- fuzzy logic
- liquid crystal
- multilayer perceptron
- biologically inspired
- genetic algorithm
- neural nets
- self organizing maps
- training process
- training algorithm
- network architecture
- recurrent neural networks
- neural network model
- artificial neural networks
- data sets