Control-free and efficient silicon photonic neural networks via hardware-aware training and pruning.
Tengji XuWeipeng ZhangJiawei ZhangZeyu LuoQiarong XiaoBenshan WangMingcheng LuoXingyuan XuBhavin J. ShastriPaul R. PrucnalChaoran HuangPublished in: CoRR (2024)
Keyphrases
- neural network
- low cost
- training process
- training algorithm
- pattern recognition
- artificial neural networks
- control system
- multi layer perceptron
- control program
- pruning strategy
- control method
- hardware and software
- data acquisition
- fuzzy logic
- neural network model
- back propagation
- supervised learning
- genetic algorithm
- pruning algorithm
- backpropagation algorithm
- real time