Foto del docente

Andrea Acquaviva

Full Professor

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

Academic discipline: ING-INF/05 Information Processing Systems


Tesi disponibili

Topic: Artificial Intelligence (AI) applied to Compilers

  • Development of a stochastic deep neural networks for algorithm partitioning on heterogeneous compute units
  • Development of synthetic code benchmarks for training of deep neural networks for programming language modelling
  • Exploration and comparison of AI-based programming language modelling techniques

Topic: IoT for Structural Health Monitoring (SHM)

  • Development of a sensor placement technique for bridge SHM
  • Study of AI capable sensor data fusion techniques for SHM
  • Simulation of SHM systems with IoT Sensors-in-the-Loop

Topic: Brain-inspired computational models

  • Brain-inspired Spiking Neural Network (SNN) models applied to monitoring of High Performance Computing (HPC) clusters
  • Study of SNN applied to monitoring of HPC clusters for anomaly detection
  • Applying event based SNN models on time-series data from SHM sensors
  • Study of SNN learning models efficiency on neuromorphic platforms

Published on: July 04 2020