LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks.
Amin ShafieeSanmitra BanerjeeKrishnendu ChakrabartySudeep PasrichaMahdi NikdastPublished in: CoRR (2022)
Keyphrases
- neural network
- noise level
- charge coupled device
- pattern recognition
- physical characteristics
- fuzzy logic
- random noise
- noise model
- noise reduction
- missing data
- recurrent neural networks
- liquid crystal
- low cost
- signal to noise ratio
- multi layer
- fuzzy systems
- neural network model
- noisy data
- back propagation
- genetic algorithm
- feed forward
- median filter
- additive noise
- image noise