Informatica

Courses

Neural Signal and Image Processing and Generation

Degree programme

Informatica

Academic year

2026/2027

Programme code

J65

Language

Italian

Neural Signal and Image Processing and Generation

Module code 8068751; 6 CFU; year 1, semester 2. Part of Gruppo Opzionale: Attivita' Caratterizzanti. Teaching staff: Nicola Toschi, Andrea Duggento.

Neural Signal and Image Processing and Generation

Module code 8068147; 6 CFU; year 2, semester 2. Part of Gruppo Opzionale: Attivita' Caratterizzanti. Teaching staff: Nicola Toschi, Andrea Duggento.

The syllabus examines neural methods for analysing and generating images, physiological signals and network data. Topics include convolutional and transformer architectures, self-supervised and contrastive learning, diffusion and flow-based generative models, multimodal data integration, and spiking neural networks for neuromorphic computing.