FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization.
Jiaqi GuZheng ZhaoChenghao FengWuxi LiRay T. ChenDavid Z. PanPublished in: DAC (2020)
Keyphrases
- neural network
- learning process
- learning algorithm
- learning systems
- online learning
- learning tasks
- active learning
- knowledge acquisition
- neural nets
- learning rules
- stochastic optimization
- connectionist systems
- fuzzy logic
- supervised learning
- low cost
- reinforcement learning
- infrared
- monte carlo
- feedforward neural networks
- cascade correlation