L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization.
Jiaqi GuHanqing ZhuChenghao FengZixuan JiangRay T. ChenDavid Z. PanPublished in: NeurIPS (2021)
Keyphrases
- neural network
- learning systems
- online learning
- error back propagation
- neural nets
- optimization algorithm
- unsupervised learning
- prior knowledge
- learning process
- bayesian networks
- machine learning
- incremental learning
- learning tasks
- learning algorithm
- knowledge acquisition
- active learning
- optimization problems
- reinforcement learning
- high speed
- high dimensional data
- back propagation
- low cost
- supervised learning
- fuzzy logic
- genetic algorithm
- subspace clustering
- learning rules
- kernel machines