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: ACM Great Lakes Symposium on VLSI (2022)
Keyphrases
- neural network
- physical characteristics
- pattern recognition
- signal to noise ratio
- charge coupled device
- noisy data
- artificial neural networks
- genetic algorithm
- liquid crystal
- fuzzy logic
- low cost
- random noise
- multi layer
- neural nets
- noise free
- noise level
- high speed
- noise reduction
- back propagation
- multilayer perceptron
- high density
- image noise
- neural network model
- sufficient conditions
- input data