Foto del docente

Andrea Acquaviva

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-05/A Information Processing Systems

Teaching

Recent dissertations supervised by the teacher.

First cycle degree programmes dissertations

  • Implementazione e benchmarking di Spiking Neural Networks su Microcontrollore
  • Spiking Neural Networks: confronto tra modelli neurali su affidabilità biologica, costi computazionali e metodi di training.
  • Studio ed implementazione di reti neurali spiking su cluster multi-core RISC-V
  • Sviluppo di una libreria in C per l'inferenza di Spiking Neural Networks su piattaforme Cortex-M

Second cycle degree programmes dissertations

  • Language Modelling of Source Code using Masked Graph Autoencoders and Graph Neural Networks

PhD programmes thesis

  • Addressing challenges in heterogeneous embedded systems programming: security and performance
  • Directly training spiking neural networks for cyber-physical systems: from supervised to reinforcement learning