Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator.
Bernard J. Giron CastroChristophe PeucheretDarko ZibarFrancesco Da RosPublished in: CoRR (2024)
Keyphrases
- parallel computing
- multi task
- reservoir computing
- wavelength division multiplexing
- recurrent neural networks
- optical networks
- wdm networks
- multi task learning
- learning tasks
- multi class
- computing systems
- transfer learning
- low cost
- shared memory
- learning problems
- routing and wavelength assignment
- feature selection
- service differentiation
- feed forward
- blocking probability
- distributed systems
- learning process
- training data
- information gain
- general purpose
- software development
- higher order