Designing resource-constrained neural networks using neural architecture search targeting embedded devices.
Thomas CassimonSimon VannesteStig BosmansSiegfried MercelisPeter HellinckxPublished in: Internet Things (2020)
Keyphrases
- resource constrained
- neural architecture
- neural network
- embedded devices
- embedded systems
- feed forward
- multilayer perceptron
- sensor networks
- activation function
- resource constraints
- search algorithm
- security mechanisms
- wireless sensor networks
- search space
- multi layer perceptron
- artificial neural networks
- key management
- mobile devices
- neural network model
- fuzzy logic
- back propagation
- limited memory
- lightweight
- multipath
- mobile commerce
- genetic algorithm