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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
Pubblicato il: 04 luglio 2020
