Cycle XLI
Research Project | Tutor |
Embedded machine learning for sensing systems in wearable robotic devices | Paolo Gastaldo |
AI-based anomaly and cyber attack detection in industrial systems | Mario Marchese |
AI-driven Intrusion Detection Systems (IDS) for monitoring of wireless communications | Fabio Patrone |
AI-based transmitter fingerprinting for resilient satellite communications | Fabio Patrone |
AI-Driven Optimization of 4G LTE Network Handover Performance in MNO Infrastructure | Mario Marchese |
Security analysis of communications o Internet of Things environments with focus on emerging technologies | Fabio Patrone |
Artificial intelligence-based solutions for the validation of integrity and the analysis of complex information sources and multimedia signals. | Zunino/Ragusa |
Hardware acceleration for robust embedded perception and decision making | Francesco Bellotti |
Optimized TinyML solutions for embedded systems | Riccardo Berta |
Applying Foundational Large Language Models (LLMs) to Enterprise Information Systems | Riccardo Berta |
Intelligent artificial skin for Human Robot Interaction | Maurizio Valle |
Novel inversion techniques for electromagnetic diagnostics | Andrea Randazzo / Alessandro Fedeli |
Machine learning and deep learning for remote sensing image analysis | Sebastiano B. Serpico / Gabriele Moser |
Data-driven methods and models for Integrated sensing and communication in autonomous multi-heterogeneous cognitive ego-things | Carlo Regazzoni / Lucio Marcenaro |
Incrementally self-aware predictive models for detecting malicious attacks in a V2X scenario | Carlo Regazzoni / Lucio Marcenaro |
Time domain signal processing for supply voltage indipendent sensors | Orazio Aiello |
Zero-touch orchestration of beyond 5G services and platforms | Roberto Bruschi / Raffaele Bolla |
AI-driven Optimization of edge-cloud beyond 5G services | Roberto Bruschi / Raffaele Bolla |
Energy-Efficient AI Hardware for Smart Autonomous Sensing | Maurizio Valle |
IoT over NextGeneration Networks | Andrea Sciarrone |
Cycle XL
Ph.D. student | Research Project |
Ngo-Doanh NGUYEN | Ultra-low-voltage fully-digital Voltage-to-Time Converter for Spiking Neural Networks |
Matteo Maragliano | Advanced Techniques for Image Analysis |
Mehran Shovkati | ML and DL techniques in remote sensing (image analysis) |
Leila Hamadi | Neuromorphic Processing of Tactile Signals from Biomimetic Sensors for Advanced Human-Machine Interfaces |
Gabriele Rosasco | Electronic systems based on advanced Artificial Intelligence models for the analysis of information sources and complex multimedia signals |
Hiba Al Youssef | Low Power Embedded Machine Learning for Energy Autonomous Sensing System for Pervasive Computing |
Ammar Saad | Neural Network Accelerators Based on FPGAs for edge devices |
Faraz Bashir Soomro | Innovation in Cyber Operation Technology (OT) Monitoring (Cofunded by Sababa Spa) |
Mahtab Dahaghin | 3D Scene Editing and Inpainting |
Ossama Srour | Deploying deep neural network on FPGA |
Maryam Iftikhar | Innovative reversal techniques for electromagnetic imaging and antenna diagnostics |
Fanqi Yu | Continual Learning in Large Multimodal Models |
Xuan Qi | Hierarchical Generative Models for Computer Vision |
Mostafa Ftouni | Environmental monitoring of territories through intelligence systems applied to sensor networks based on commercial microwave links. |
Cycle XXXIX
Ph.D. student | Research Project |
Riccardo Testa | Innovative systems and algorithms for high-performance and reliable next-generation multidrop Ethernet networks over a single pair of conductors |
Adel Chehade | Intelligent models for the analysis of complex scenarios in security and cyber-security applications. |
Hadi Ballout | Profiling TinyML Models for Structural Health Monitoring |
Matteo Zerbino | Design of a data acquisition framework based on IoT technology for AI models in Freight and Logistics |
Adeela Islam | Deep learning techniques for reordering task (3D reassembly, 2D puzzles) |
Daniella Shebly | Methods and technologies for efficient edge computing AI implementation for next generation sensor networks |
Razan Khalifeh | Data Driven Processing of Tactile Signals from Piezoelectric Sensors for Human Machine Interface |
Noor Ul Amin | Power Management with stacked IC building blocks for ultra-low power Energy Harvesting applications |
Ali Namdari | Battery-indifferent IC for constrained sensor nodes |
Milad Akbari | Methods and technologies for the sustainability of integrated mobile radio network (5G and 6G) and edge-cloud computing. |
Priscilla Indira Osa | Advanced Machine Learning Methods for Remote Sensing Image Analysis |
Hawraa Hotiet | Signal Processing and Data Analysis Techniques for Remote Monitoring in Telerehabilitation |
Reza Shokri | Ultra-Low Power, Ultra-Low Voltage Transceiver Design for IoT Application |