Augmented neural networks
A novel model for supervised learning based on the multi-layer feedforward neural network, but where the activation functions are encoded via penalties in the training problem, effectively adapting activations to data. The new framework is particularly amenable to block-coordinate algorithms where each step is composed of simple, convex problems.
- PE7_1 Control engineering
- PE6_11 Machine learning, statistical data processing and applications using signal processing
- Neural Networks
Gruppi di ricerca
Persone di riferimento
- CALAFIORE GIUSEPPE CARLO - Responsabile