Fast Yet Accurate Timing and Power Prediction of Artificial Neural Networks Deployed on Clock-Gated Multi-Core Platforms.
Quentin DariolSébastien Le NoursDomenik HelmsRalf StemmerSébastien PillementKim GrüttnerPublished in: DroneSE/RAPIDO@HiPEAC (2023)
Keyphrases
- artificial neural networks
- power consumption
- prediction accuracy
- feed forward artificial neural networks
- neural network
- ann models
- predictive model
- multi layer perceptron
- duty cycle
- highly accurate
- evolutionary artificial neural networks
- using artificial neural networks
- prediction model
- back propagation
- computationally efficient
- computational intelligence
- high accuracy
- prediction algorithm
- soft computing
- input variables
- prediction error
- high speed
- hybrid model
- low power
- simulated annealing
- long term
- evolutionary algorithm
- high quality
- genetic algorithm