Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators.
Miltiadis Moralis-PegiosApostolos TsakyridisChristos PappasTheodoros MoschosGeorge GiamougiannisStefanos KovaiosIoannis RoumposManos KirtasNikos PassalisAnastasios TefasNikos PlerosPublished in: OFC (2024)
Keyphrases
- deep learning
- neural network
- unsupervised learning
- unsupervised feature learning
- machine learning
- deep architectures
- pattern recognition
- back propagation
- mental models
- neural nets
- higher order
- weakly supervised
- domain specific
- online learning
- bayesian networks
- deep belief networks
- viewpoint
- d objects
- markov random field
- reinforcement learning
- image segmentation