Multi-Objective Surrogate-Model-Based Neural Architecture and Physical Design Co-Optimization of Energy Efficient Neural Network Hardware Accelerators.
Hendrik WöhrleFelix SchneiderFabian SchlenkeDenis LeboldMariela De Lucas AlvarezFrank KirchnerMichael KaragounisPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2023)
Keyphrases
- neural architecture
- energy efficient
- physical design
- multi objective
- neural network
- wireless sensor networks
- energy consumption
- feed forward
- activation function
- sensor networks
- multi layer perceptron
- multilayer perceptron
- design methodology
- genetic algorithm
- evolutionary algorithm
- query optimization
- basis functions
- routing protocol
- base station
- radial basis function
- design tools
- database
- fuzzy logic
- energy efficiency
- hidden layer
- fuzzy neural network
- back propagation
- recurrent neural networks
- processing units
- object oriented
- data warehouse