An effective and efficient green federated learning method for one-layer neural networks.
Oscar Fontenla-RomeroBertha Guijarro-BerdiñasElena Hernández-PereiraBeatriz Pérez-SánchezPublished in: SAC (2024)
Keyphrases
- neural network
- computationally efficient
- neural nets
- high efficiency
- prior knowledge
- pattern recognition
- high precision
- preprocessing
- significant improvement
- high accuracy
- cost function
- training process
- learning process
- pairwise
- detection method
- learning systems
- computational complexity
- objective function
- genetic algorithm
- function approximators
- learning scheme
- clustering method
- feature set
- edge detection