Hamiltonian equations: Learning as a dissipative process
Potential and kinetic energy for supervised learning
Boundary conditions, causality, and information overloading
Visual potentials and kinetic energies
Cognitive action laws of visual features
Spatiotemporal locality
Experiments
Verification
A scelta dello studente: a) presentazione di articolo connesso al tema del corso. b) Sperimentazione su un esempio selezionato.
Prerequisites
Si assumono conoscenze di base di algebra lineare, calcolo differenziale e di teoria dell’informazione. I concetti di calcolo variazionale che servono nel corso sono brevemente illustrati assieme alle connessioni con la fisica.
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