Full Professor
Interuniversity Department of Regional and Urban Studies and Planning (DIST)
- Member of Interdepartmental Center IAM@PoliTo - Integrated Additive Manufacturing
- Partnership Agreement Coordinator with STMicroelectronics
- Referente Scientifico of the European Partnership Chips JU - Chips Joint Undertaking
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- J. William Fullbright Fellowship conferred by The United States Information Agency, Italy (1993)
- Best paper award IEEE European Design Automation Conference conferred by IEEE, Italy (1996)
- Best paper award ACM/IEEE Great Lakes Symposium on VLSI conferred by IEEE, Italy (2008)
- DAC Service Award conferred by IEEE, Italy (2014)
Fellowships
- Fellow - DATE - Design Automation and Test in Europe, Germania (2014-)
DATE Fellow - Fellow - IEEE, Stati Uniti (2006-)
IEEE FELLOW
Editorial boards
- IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS (2006-2009), Director
Conferences
- International Symposium on Industrial Embedded Systems, Program chair
- IEEE Design Automation and Test in Europe, Program chair
- IEEE International Conference on Electronics, Circuits, and Systems, Program chair
- ACM/IEEE Great Lakes Symposium on VLSI, Program chair
- IEEE PATMOS Workshop, Program chair
- ACM/IEEE International Symposium on Low Power Electronics and Design, Program chair
- IEEE Alessandro Volta Memorial Workshop on Low Power Design, Program chair
Non-commercial collaboration agreements
- Adesione all'Associazione internazionale non-profit "EIT DIGITAL"., (periodo sconosciuto) - Responsabile Scientifico
Enti Partecipati - Cluster Tecnologico Nazionel sulle Tecnologie per le Smart Communities, (periodo sconosciuto) - Responsabile Scientifico
Enti Partecipati - convenzione per promozione tennis ad alti livelli per studenti e creazione di un Tennis Center universitario, (-2025) - Responsabile Scientifico
Non-commercial collaboration agreements
Teaching
Collegi of the PhD programmes
- INGEGNERIA INFORMATICA E DEI SISTEMI, 2022/2023 (38. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2021/2022 (37. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2020/2021 (36. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2017/2018 (33. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2016/2017 (32. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2015/2016 (31. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2014/2015 (30. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2013/2014 (29. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2012/2013 (28. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2011/2012 (27. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2010/2011 (26. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2009/2010 (25. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2008/2009 (24. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2007/2008 (23. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2006/2007 (22. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2005/2006 (21. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2004/2005 (20. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2003/2004 (19. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
- Collegio di Ingegneria Gestionale e della Produzione. Componente
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
- Collegio di Pianificazione e Progettazione. Componente
Teachings
PhD
- High-Level Synthesis. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
Master of Science
- Introduction to ICT. A.A. 2025/26, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Synthesis and optimization of digital systems. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Introduction to ICT. A.A. 2024/25, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Synthesis and optimization of digital systems. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Introduction to ICT. A.A. 2023/24, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Synthesis and optimization of digital systems. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Introduction to ICT. A.A. 2022/23, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Synthesis and optimization of digital systems. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Introduction to ICT. A.A. 2021/22, DIGITAL SKILLS FOR SUSTAINABLE SOCIETAL TRANSITIONS. Titolare del corso
- Synthesis and optimization of digital systems. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Synthesis and optimization of digital systems. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Synthesis and optimization of digital systems. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Titolare del corso
- Laboratorio di sistemi informativi aziendali e IOT. A.A. 2021/22, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Titolare del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Laboratorio di tecnologie digitali per l'industria 4.0. A.A. 2020/21, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Titolare del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Titolare del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Titolare del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- HAL4SDV - Hardware Abstraction Layer for a European Software Defined Vehicle approach, (2024-2027) - Responsabile Scientifico
UE-funded research - JTI - KDT - DTforVR - Virtual Reality per la formazione della popolazione ai rischi naturali, (2024-2025) - Responsabile Scientifico
PNRR – Mission 4 - BIG - Blue Is Green , (2024-2026) - Responsabile Scientifico di Struttura
PNRR – Complementary Plan - LUX-CER-3DPRINTING, (2023-2026) - Responsabile Scientifico di Struttura
PNRR – Complementary Plan - SMART-IC - Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing: SMART-IC, (2023-2025) - Responsabile Scientifico
Nationally funded research - PRIN - Arrowhead FPVN - Arrowhead Flexible Production Value Networks, (2023-2026) - Responsabile Scientifico
UE-funded research - JTI - KDT - ISOLDE - High Performance, Safe, Secure, Open-Source Leveraged RISC-V Domain-Specific Ecosystems, (2023-2026) - Responsabile Scientifico
UE-funded research - JTI - KDT - Hi-CONNECTS - HiCONNECTS- Heterogeneous Integration for Connectivity and Sustainability, (2023-2025) - Responsabile Scientifico
UE-funded research - JTI - KDT - TRISTAN - Together for RISc-V Technology and ApplicatioNs, (2022-2025) - Responsabile Scientifico
UE-funded research - JTI - KDT - E-BRAINS - European Brain ReseArch InfrastructureS-Italy (EBRAINS-Italy), (2022-2025) - Responsabile Scientifico
PNRR – Mission 4 - Circular Tracing - Circular tracing per l’industria 5.0, (2022-2025) - Responsabile Scientifico
PNRR – Complementary Plan - MANAGE5.0 - MANAGE 5.0 - MANufacturing Automotive Green Evolution 5.0, (2022-2024) - Responsabile Scientifico di Struttura
PNRR – Complementary Plan - CNMS - Spoke 1 - Sustainable Mobility Center (Centro Nazionale per la Mobilità Sostenibile – CNMS) - Spoke 1, (2022-2025) - Responsabile Scientifico di Struttura
PNRR – Mission 4 - X HP NG PEU - Pneumatici NEXT GENERATION di Michelin Italia ad Alte Performance, Innovativi, Circolari e Sostenibili – X HP NG PEU, (2022-2025) - Responsabile Scientifico di Struttura
National Research - FLUENTLY - Fluently - the essence of human-robot interaction, (2022-2025) - Responsabile Scientifico
UE-funded research - HE - Global Challenges - Digital, Industry and Space - StorAIge - Embedded storage elements on next MCU generation ready for AI on the edge, (2021-2024) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - POLISENSOR - Sviluppo di un sistema di monitoraggio non invasivo e gestione automatizzata dell’accesso e della frequentazione in sicurezza di impianti sportivi da parte di utenti intrinsecamente fragili, (2021-2021) - Responsabile Scientifico
National Research - ICS-MSC - Industry 4.0 Complex Solution for Manufacturing Supply Chain, (2021-2023) - Responsabile Scientifico
Regionally funded research - Piattaforme Tecnologiche - Mesomorph - all-in-one machine for hybrid technologies enabling high value added multi-scale integrated micro.optoelectronics, (2020-2023) - Responsabile Scientifico
UE-funded research - H2020 - Industrial Leadership – LEIT - NANOTECHNOLOGIES - CONSORTIUM AGREEMENT CLEAN - CONTROLLING LEAKAGE POWER IN NANOCMOS SOCS, (periodo sconosciuto) - Responsabile Scientifico
UE-funded research - VI PQ - IST - CONSORTIUM AGREEMENT MAP2 - MICRO-ARCHITECTURAL POWER MANAGEMENT: METHODS, ALGORITHMS AND PROTOTYPE TOOLS, (periodo sconosciuto) - Responsabile Scientifico
UE-funded research - VI PQ - PMI - THERMINATOR - MODELLING, CONTROL AND MANAGEMENT OF THERMAL EFFECTS IN ELECTRONIC CIRCUITS OF THE FUTURE, (periodo sconosciuto) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - 4ASSI - 4Assi – ASSieme X Innovare, (2021-2023) - Responsabile Scientifico
Regionally funded research - Piattaforme Tecnologiche - IMPACT - Implementazione della Produzione Additiva CompeTitiva, (2020-2022) - Responsabile Scientifico
Regionally funded research - Piattaforme Tecnologiche - AVISPA - Activity Title Automation of Visual Inspection Pnd Finishing Processes for Aero-engines – AVISPA, (2020-2020) - Responsabile Scientifico
UE-funded research - EIT - Arrowhead Tools - ECSEL-2018-1-IA, (2019-2022) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - A virtual and learning plant model for energy efficiency assessment, (2019-2020) - Responsabile Scientifico
Corporate-funded and donor-funded research - MADEin4 - ECSEL-2018-1-IA, (2019-2022) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - MANUELA - DT-FOF-04-2018, (2018-2022) - Responsabile Scientifico
UE-funded research - H2020 - Industrial Leadership – LEIT - NANOTECHNOLOGIES - HBP SGA2 - Human Brain Project Specific Grant Agreement 2, (2018-2020) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - FET - A virtual and learning plant model for energy efficiency assessment and interative augmented visualization and prototyping**Progetto che accorpa proposta Prof. Macii e Prof.ssa Osello, (2018-2018) - Responsabile Scientifico
Corporate-funded and donor-funded research - DIMA- HUB , (2016-2017) - Responsabile Scientifico
UE-funded research - SGA-RIA - FETFLAGSHIP, (2016-2018) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - FET - R2POWER300 - ECSEL-JU 2014-2, (2015-2018) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - FLEXMETER - Secure, Clean and Efficient Energy, (2015-2017) - Responsabile Scientifico
UE-funded research - H2020 - Societal Challenges - Energy - Lab4MEMS II - SP1-JTI-ENIAC-2013-2-8 - Equipment, materials and manufacturingSP1-JTI-ENIAC-2013-2-7 - Semiconductor process and integration, (2014-2018) - Responsabile Scientifico
UE-funded research - JTI ENIAC - EDEN - Energy Data Engagement, (2014-2015) - Responsabile Scientifico
Regionally funded research - EEB - Edifici a Zero Consumo Energetico in Distretti Urbani Intelligenti, (2014-2017) - Responsabile Scientifico
Nationally funded research - FAR - CONTREX-DESIGN OF EMBEDDED MIXED-CRITICALITY CONTROL SYSTEMS UNDER CONSIDERATION OF EXTRA-FUNCTIONAL PROPERTIES, (2013-2016) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - DIMMER - "DISTRICT INFORMATION MODELING AND MANAGEMENTFOR ENERGY REDUCTION", (2013-2016) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - HBP - ICT-2013.9.9: FET Flagships, (2013-2017) - Responsabile Scientifico
UE-funded research - TRIBUTE - EeB.NMP2013-4 Integrated control systems and methodologies to monitor and improve building energy performance, (2013-2017) - Responsabile Scientifico
UE-funded research - READY4SMARTCITIES-ICT ROADMAP AND DATA INTEROPOPERABILITY FOR ENERGY SYSTEM IN SMART CITIES, (2013-2015) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - CA - HBP-HUMAN BRAIN PROJECT, (2013-2015) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - DENECOR - SP1-JTI-ENIAC-2012-3 - Energy Efficiency SP1-JTI-ENIAC-2012-4 - Health and the aging society , (2013-2016) - Responsabile Scientifico
UE-funded research - JTI ENIAC - Lab4MEMS - SP1-JTI-ENIAC-2012-2-7 - Semiconductor process and integrationSP1-JTI-ENIAC-2012-2-8 - Equipment, materials and manufacturing, (2013-2015) - Responsabile Scientifico
UE-funded research - JTI ENIAC - THOR, (2013-2015) - Responsabile Scientifico
Regionally funded research - POCN – Proof of Concept Network, (2012-2015) - Responsabile Scientifico
National Research - SCORE - SUPERVISIONE, CONTROLLO E OTTMIZZAZIONE DELLA PRODUZIONE DI ENERGIA RINNOVABILE, (2012-2013) - Responsabile Scientifico
Regionally funded research - Poli di Innovazione - WSN-DPCM - SP1-JTI-ARTEMIS-2010-3, (2011-2015) - Responsabile Scientifico
UE-funded research - JTI ARTEMIS - ERG - SP1-JTI-ENIAC-2010-3 - Energy Efficiency, (2011-2015) - Responsabile Scientifico
UE-funded research - JTI ENIAC - IoE - SP1-JTI-ARTEMIS-2010-7 - Embedded technology for sustainable urban life SP1-JTI-ARTEMIS-2010-3 - Smart environments and scalable digital services , (2011-2014) - Responsabile Scientifico
UE-funded research - JTI ARTEMIS - SEEMPubS - SEEMPUBS-SMART ENERGY EFFICIENT MIDDLEWARE FOR PUBLIC SPACES, (2010-2013) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - Energy - SIMEBUS - SISTEMI MECCATRONICI PER L’EFFICIENZA ENERGETICA NEI BUS, (2010-2012) - Responsabile Scientifico
Regionally funded research - Poli di Innovazione - END - MODELS, SOLUTIONS, METHODS AND TOOLS FOR ENERGY-AWARE DESIGN, (2010-2013) - Responsabile Scientifico
UE-funded research - JTI ENIAC - POLLUX - ARTEMIS-2009-1, (2010-2013) - Responsabile Scientifico
UE-funded research - JTI ARTEMIS - SMECY - SMART MULTICORE EMBEDDED SYSTEMS, (2010-2013) - Responsabile Scientifico
UE-funded research - JTI ARTEMIS - COMPLEX - CODESIGN AND POWER MANAGEMENT IN PLATFORM-BASED DESIGN SPACE EXPLORATION, (2009-2012) - Responsabile Scientifico
UE-funded research - VII PQ - COOPERATION - ICT - MODERN-MODELING AND DESIGN OF RELIABLE, PROCESS VARIATION-AWARE NANOELECTRONIC DEVICES, CIRCUITS AND SYSTEMS, (2009-2012) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - SCALOPES- SCALABEL LOW POWER EMBEDDED PLATFORMS, (2009-2011) - Responsabile Scientifico
UE-funded research - JTI - ECSEL - NANO-SLEEP - DESIGN METHODS AND TOOLS FOR LEAKAGE POWER REDUCTION IN NANOCMOS CIRCUITS, (2007-2009) - Responsabile Scientifico
Regionally funded research - MAP2 - MICRO-ARCHITECTURAL POWER MANAGEMENT: METHODS, ALGORITHMS AND PROTOTYPE TOOLS, (2006-2008) - Responsabile Scientifico
UE-funded research - VI PQ - PMI - Metodi e strumenti CAD per la progettazione della gerarchia di memoria in sistemi multiprocessore realizzati su singolo chip, (2006-2008) - Responsabile Scientifico
Nationally funded research - PRIN - CLEAN - CONTROLLING LEAKAGE POWER IN NANOCMOS SOCS, (2005-2008) - Responsabile Scientifico
UE-funded research - VI PQ - IST - TECNICHE DI PROGETTO DI SINTESI INTEGRATI SU SINGOLO CHIP PER APPLICAZIONI MULTIMEDIALI SU RETI WIRELESS, (2003-2005) - Responsabile Scientifico
Nationally funded research - FIRB - Algoritmi e architetture hardware per la riduzione del consumo energetico nei sistemi embedded basati sulla compressione delle informazioni, (2002-2004) - Responsabile Scientifico
Nationally funded research - PRIN - MARLOW - A CENTRAL MARKET PLACE FOR DISSEMINATION OF LOWPOWER MICRO-ELECTRONICS DESIGN KNOWLEDGE, (2002-2005) - Responsabile Scientifico
UE-funded research - VPQ - IST (SOCIETA' DELL'INFORMAZIONE) - INTRALED - INDUSTRY-DRIVEN TRAINING FOR LOW-POWER EUROPEAN DESIGNERS, (2002-2005) - Responsabile Scientifico
UE-funded research - VPQ - IST (SOCIETA' DELL'INFORMAZIONE) - POET - POWER OPTIMISATION FOR EMBEDDED SYSTEMS, (2001-2004) - Responsabile Scientifico
UE-funded research - VPQ - IST (SOCIETA' DELL'INFORMAZIONE) - EASY - ENERGY AWARE SYSTEM-ON-CHIP DESIGN OF THE 'HIPERLAN/2' STANDARD, (2001-2004) - Responsabile Scientifico
UE-funded research - VPQ - IST (SOCIETA' DELL'INFORMAZIONE)
Projects funded by commercial contracts
- Rinnovo Accordo di Partnership n. 402/2016 tra Politecnico di Torino e ST Microelectronics S.r.l. per la collaborazione allo svolgimento attività di ricerca avanzata congiunta presso il laboratorio “ST-POLITO" c/o DAUIN, (2022-2027) - Responsabile Scientifico
Partnership Agreements - Supporto allo sviluppo delle componenti di una piattaforma digitale di acquisizione ed elaborazione dati provenienti da sensori per il monitoraggio di impianti di produzione, (2022-2023) - Responsabile Scientifico
Commercial Research - Proroga del contratto di prestazione di servizi tra Cefriel s.c.a.r.l. e Politecnico di Torino per lo svolgimento di attività connesse al progetto “Independent scientific support and emergent technologies service”., (2021-2022) - Componente gruppo di Ricerca
Commercial contracts for the provision of services - Sviluppo e implementazione di tecniche di data analytics su dati in tempo reale da macchinari industriali, (2021-2023) - Responsabile Scientifico
Commercial Research - Supporto allo sviluppo e porting di applicazioni mobili di monitoraggio dei dati provenienti da sensori su macchinari industriali, (2021-2023) - Responsabile Scientifico
Commercial Research - Supporto per l'integrazione di soluzioni di data analytics di dati provenienti da macchine industriali, (2021-2023) - Responsabile Scientifico
Commercial Research - Supporto per la realizzazione di applicazioni per la visualizzazione dei dati in contesto industriale, (2021-2023) - Responsabile Scientifico
Commercial Research - Supporto tecnico per integrazione di un Digital Twin per macchine per la meccanica di precisione, (2021-2023) - Responsabile Scientifico
Commercial Research - Valutazione dei sistemi di visione da utilizzare sulle catene produttive di Michelin, (2021-2022) - Responsabile Scientifico
Commercial Research - Convenzione tra il politecnico di Torino e la fondazione ISI "Institute for Scientific Interchange, (2014-2018) - Responsabile Scientifico
Agreements
Supervised PhD students
- Maria Adelaide Loffa. Programme in Ingegneria Informatica E Dei Sistemi (40th cycle, 2025-in progress)
Research subject: Reinforcement Learning for Multi-Scale Energy Management in Multi-Energy Systems
Controls and system engineering Controls and system engineering Controls and system engineering - Matia Torlini. Programme in Ingegneria Informatica E Dei Sistemi (40th cycle, 2024-in progress)
Research subject: Automatic composability of Large Co-simulation Scenarios for smart energy communities
Data science, Computer vision and AI Data science, Computer vision and AI - Luca Benfenati. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Latency-Optimized Inference for Large Language Models
Data science, Computer vision and AI Data science, Computer vision and AI - Fabio Depaoli. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: AI for new generation manufacturing systems
Controls and system engineering Data science, Computer vision and AI Controls and system engineering Data science, Computer vision and AI - Walter Gallego Gomez. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Design of bioinformatics algorithms and their implementation on a heterogeneous neuromorphic computing platform
Computer architectures and Computer aided design Data science, Computer vision and AI Life sciences Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Life sciences Parallel and distributed systems, Quantum computing - Mohamed Amine Hamdi. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Optimizing Compilers for the Deployment of Complex Applications on Heterogeneous Edge Devices
Computer architectures and Computer aided design Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Parallel and distributed systems, Quantum computing - Beatrice Alessandra Motetti. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Advanced Deep Learning Optimization for Extreme Edge Applications
Data science, Computer vision and AI Data science, Computer vision and AI - Andrea Pignata. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Development framework for the engineering process of edge-based AIoT sensor solutions
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI - Giovanni Pollo. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Design techniques for low-area digital circuits in industrial and medical applications
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI - Michelangelo Barocci. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
Research subject: Design of digital/neuromorphic computing systems and SDK
Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing - Rafael Natalio Fontana Crespo. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Research subject: Digital Twin models for Marine Offshore Renewable
Controls and system engineering Data science, Computer vision and AI Life sciences Software engineering and Mobile computing Controls and system engineering Data science, Computer vision and AI Life sciences Software engineering and Mobile computing - Erich Malan. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Research subject: Distributed and Federated Learning over IoT networks
Computer architectures and Computer aided design Computer architectures and Computer aided design - Riccardo Pignari. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Research subject: New computational paradigms for neuromorphic hardware
Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Data science, Computer vision and AI Parallel and distributed systems, Quantum computing - Davide Lorenzo Dino Aschieri. Programme in Ingegneria Civile E Ambientale (37th cycle, 2021-in progress)
Thesis: Design and Implementation of a Regional Digital Twin for Integrated Disaster Prevention and Risk Management - Alessio Mascolini. Programme in Intelligenza Artificiale (37th cycle, 2021-2025)
Thesis: Generative modelling for improved decision making in data-limited applications - Pietro Rando Mazzarino. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-2025)
Thesis: Modelling and Co-simulation of Urban Energy Systems: An holistic approach for planning and management - Marco Castangia. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-2024)
Thesis: Machine learning techniques for the analysis of energy consumption and production - Francesco Daghero. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-2024)
Thesis: Implementation of Machine Learning Algorithms on Ultra-Low-Power Hardware for In-Sensor Inference - Claudia De Vizia. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-2024)
Thesis: An agent-oriented framework for modelling and simulating citizens' behaviour to foster demand-side management strategies - Claudia Franze'. Programme in Gestione, Produzione E Design (36th cycle, 2020-2024)
Thesis: Investigating the strategic integration of Industry 4.0 technology and organising for sustainable value creation. A qualitative analysis of multiple case studies in traditional manufacturing sectors - Chen Xie. Programme in Ingegneria Informatica E Dei Sistemi (36th cycle, 2020-2024)
Thesis: Synthesis of Smart & Intelligent Sensors
Computer architectures and Computer aided design Software engineering and Mobile computing Computer architectures and Computer aided design Software engineering and Mobile computing - Andrea Bellagarda. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Investigation of innovative IoT technologies for complex manufacturing process modelling and optimization
Life sciences Life sciences - Alberto Bocca. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Study and Implementation of Compact Modeling Techniques for the Energy Analysis and Optimization of Complex Systems - Evelina Forno. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Study and implementation of new computational paradigms exploiting neuromorphic hardware architectures - Marco Massano. Programme in Urban And Regional Development (35th cycle, 2019-2023)
Thesis: GIS-based model-coupling platform for smart energy and renewable technologies integration in Energy Communities
Publications
Latest publications View all publications in Porto@Iris
- Barocci, Michelangelo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (In stampa)
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA. In: ECML PKDD 2024 - "Deep Learning meets Neuromorphic Hardware" workshop, Vilnius (Lituania), 09/09/2024 - 14/09/2024. ISSN 1865-0929
Contributo in Atti di Convegno (Proceeding) - Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2025)
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning. In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. ISSN 2691-4581
Contributo su Rivista - Forno, Evelina; Pignari, Riccardo; Fra, Vittorio; Macii, Enrico; Urgese, Gianvito (2025)
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. ISSN 2168-6750
Contributo su Rivista - Loffa, Maria Adelaide; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo (2025)
Physics-Informed vs. Deep Learning: Indoor Temperature Prediction with Different Data Availability. In: 16th ACM International Conference on Future and Sustainable Energy Systems (E-Energy '25), Rotterdam (NL), 17-20 June 2025, pp. 742-750. ISBN: 979-8-4007-1125-1
Contributo in Atti di Convegno (Proceeding) - Pollo, Giovanni; Burrello, Alessio; Macii, Enrico; Poncino, Massimo; Vinco, Sara; ... (2025)
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction. In: Design, Automation and Test in Europe Conference and Exhibition, Lyon (FRA), 31 March 2025 - 02 April 2025, pp. 1-7. ISBN: 978-3-9826741-0-0
Contributo in Atti di Convegno (Proceeding) - Massano, Marco; Domingo, Carlos Mateo; Macii, Enrico; Patti, Edoardo; Bottaccioli, ... (2025)
A scalable and flexible solution to evaluate the effects of the integration of photovoltaic distributed generation systems within the electrical grid. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 43. ISSN 2352-4677
Contributo su Rivista - Daghero, Francesco; Burrello, Alessio; Poncino, Massimo; Macii, Enrico; Jahier Pagliari, ... (2025)
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices. In: 24nd International Conference, SAMOS 2024, Samos (GRC), June 29 – July 4, 2024, pp. 46-58. ISSN 0302-9743. ISBN: 9783031783760
Contributo in Atti di Convegno (Proceeding) - Risso, Matteo; Goffi, Alessia; Motetti, BEATRICE ALESSANDRA; Burrello, Alessio; Baptiste ... (2025)
Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data. In: International Conference on Image Processing, Applications and Systems (IPAS), Lyon (FRA), 09-11 January 2025. ISBN: 979-8-3315-0653-7
Contributo in Atti di Convegno (Proceeding) - Aschieri, DAVIDE LORENZO DINO; Sobrino, Noemi; Macii, Enrico (2024)
Web-GIS Application for Hydrogeological Risk Prevention: The Case Study of Cervo Valley. In: SUSTAINABILITY, vol. 16, pp. 1-28. ISSN 2071-1050
Contributo su Rivista - Burrello, Alessio; Carlucci, Francesco; Pollo, Giovanni; Wang, Xiaying; Poncino, ... (2024)
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables. In: Biomedical Circuits and Systems Conference (BIOCAS) 2024, Xi'an (CHN), 24-26 October 2024, pp. 1-5. ISBN: 979-8-3503-5495-9
Contributo in Atti di Convegno (Proceeding)