Building cellular neural network templates with a hardware friendly learning algorithm.
Shyam Prasad AdhikariHyongsuk KimChangju YangLeon O. ChuaPublished in: Neurocomputing (2018)
Keyphrases
- cellular neural networks
- learning algorithm
- hardware and software
- fixed point
- low cost
- neural network
- learning problems
- machine learning
- training data
- active learning
- machine learning algorithms
- vlsi implementation
- real time
- computer systems
- high quality
- reinforcement learning
- white blood
- supervised learning
- sample complexity
- learning scheme
- higher order
- hardware implementation
- three dimensional
- parallel computing
- computing systems
- learning rate
- generalization error
- learning process
- learning tasks
- dynamic programming
- data acquisition
- back propagation
- training examples