Full Professor (L. 240)
Department of Electronics and Telecommunications (DET)
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Keywords
Biography
Fernando Corinto is a Full Professor of Electrical Engineering at the Department of Electronics and Telecommunications of Politecnico di Torino, Italy. He received his Master’s Degree in Electronic Engineering in 2001 and his Ph.D. in Electronics and Communications Engineering in 2005, together with a European Doctorate Certification, all from Politecnico di Torino. His research focuses on nonlinear dynamical circuits and systems, cognitive neural networks and artificial intelligence, and memristor nanotechnology, where he has made significant contributions to both theoretical foundations and technological innovation. Prof. Corinto is the author of four books, ten book chapters, and more than 190 peer-reviewed publications, and he holds three patents that demonstrate the impact and applicability of his research. A Senior Member of IEEE since 2010, he has served in several leadership roles within the Circuits and Systems community, including Chair of the IEEE CAS Technical Committee on Cellular Nanoscale Networks and Array Computing and Vice-Chair of the IEEE North Italy CAS Chapter. He has also contributed as Associate Editor of IEEE Transactions on Circuits and Systems I and as Editorial Board Member of the International Journal of Circuit Theory and Applications. His international engagement includes prestigious visiting positions such as DRESDEN Senior Fellow at TU Dresden and August-Wilhelm Scheer Visiting Professor at TU München, where he is affiliated with the Institute for Advanced Study. His scientific impact has been recognized globally, including his inclusion in Stanford University’s 2024 “World’s Top 2% Scientists” list.
Scientific branch
(Area 0009 - Industrial and information engineering)
Research topics
- nonlinear dynamical circuits and systems, complex/neural networks and memristor nanotechnology for optimization problems
Skills
ERC sectors
SDG
Non-commercial collaboration agreements
- adesione alla associazione SIGN - Scienziati Italiani in Germania Network e.V. , (2026-) - Responsabile Scientifico
Enti Partecipati
Teaching
Collegi of the degree programmes
Teachings
Master of Science
- Brain-inspired computing and devices. A.A. 2025/26, NANOTECHNOLOGIES FOR ICTs. Collaboratore del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2025/26, INGEGNERIA MATEMATICA. Titolare del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2024/25, INGEGNERIA MATEMATICA. Titolare del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2023/24, INGEGNERIA MATEMATICA. Titolare del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2022/23, INGEGNERIA MATEMATICA. Titolare del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2021/22, INGEGNERIA MATEMATICA. Titolare del corso
- Sistemi nonlineari per l'ingegneria. A.A. 2020/21, INGEGNERIA MATEMATICA. Titolare del corso
Bachelor of Science
- Elettrotecnica. A.A. 2025/26, INGEGNERIA FISICA. Titolare del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2024/25, INGEGNERIA INFORMATICA. Titolare del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2023/24, INGEGNERIA INFORMATICA. Titolare del corso
- Reti e sistemi complessi: fenomeni fisici e interazioni sociali. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Reti e sistemi complessi: fenomeni fisici e interazioni sociali. A.A. 2022/23, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2022/23, INGEGNERIA INFORMATICA. Titolare del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Reti e sistemi complessi: fenomeni fisici e interazioni sociali. A.A. 2021/22, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2021/22, INGEGNERIA INFORMATICA. Titolare del corso
- Elettromagnetismo e Teoria dei circuiti (modulo di Elettrotecnica). A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
- Elettrotecnica. A.A. 2020/21, INGEGNERIA INFORMATICA. Titolare del corso
- Reti e sistemi complessi: fenomeni fisici e interazioni sociali. A.A. 2020/21, INGEGNERIA ELETTRONICA. Collaboratore del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- RECOMMEND - REservoir COMputing with MEmristive Nonlinear Dynamics: Theory, Design and Applications (RECOMMEND), (2024-2027) - Responsabile Scientifico
Non-EU international research - N/A - Reti Neurali Impulsive a Memristor con Neuroni Oscillatori e Sinapsi ad Eventi per Sistemi Visivi Neuromorfici, (2021-2021) - Responsabile Scientifico
National Research - N/A - Reti Neurali Impulsive a Memristor con Neuroni Oscillatori e Sinapsi ad Eventi per Sistemi Visivi Neuromorfici, (2020-2020) - Responsabile Scientifico
National Research - COSMO - Analogue COmputing with Dynamic Switching Memristor Oscillators: Theory, Devices and Applications, (2020-2024) - Responsabile Scientifico
Nationally funded research - PRIN - SISTEMI IBRIDI LOCALMENTE CONNESSI CON MEMRISTOR PER APPLICAZIONI NEUROMORFICHE, (2012-2014) - Responsabile Scientifico
Corporate-funded and donor-funded research
Projects funded by commercial contracts
- “Sviluppo di reti neurali e algoritmi di filtraggio di immagini spettroscopiche”. , (2022-2022) - Responsabile Scientifico
Commercial Research - Consulenza relativa all’uso di metodologie per l’analisi automatica e il riconoscimento di forme geometriche in sistemi di packaging di uso industriale,, (2020-2020) - Responsabile Scientifico
Consulting - Realizzazione di algoritmi per la classificazione di ulcere cutanee attraverso il dispositivo biomedicale Wound Viewer, (2020-2021) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Rosanna Cavazzana. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (40th cycle, 2024-in progress)
- Davide Rossetti. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (39th cycle, 2023-in progress)
Research subject: Reservoir Computing: Theory, Implementation and Algorithms
Big Data, Machine Learning, Neural Networks and Data Science Biomedical devices and applications Electronic devices: modeling and characterization Micro- and nanotechnologies, devices, systems and applications
Publications
Most cited publications View all publications in Porto@Iris
- Corinto, Fernando; Ascoli, Alon; Gilli, Marco (2011)
Nonlinear dynamics of memristor oscillators. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 58, pp. 1323-1336. ISSN 1549-8328
Contributo su Rivista - Corinto, Fernando; Ascoli, Alon (2012)
Memristive diode bridge with LCR filter. In: ELECTRONICS LETTERS, vol. 48, pp. 824-825. ISSN 0013-5194
Contributo su Rivista - Ascoli, Alon; Corinto, Fernando; V., Senger; R., Tetzlaff (2013)
Memristor Model Comparison. In: IEEE CIRCUITS AND SYSTEMS MAGAZINE, vol. 13, pp. 89-105. ISSN 1531-636X
Contributo su Rivista - Corinto, Fernando; Ascoli, Alon (2012)
A boundary condition-based approach to the modeling of memristive nano-structures. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 59, pp. 2713-2726. ISSN 1549-8328
Contributo su Rivista - Corinto, Fernando; Forti, Mauro (2016)
Memristor Circuits: Flux-Charge Analysis Method. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 63, pp. 1997-2009. ISSN 1549-8328
Contributo su Rivista - Corinto, Fernando; Forti, Mauro (2017)
Memristor Circuits: Bifurcations without Parameters. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 64, pp. 1540-1551. ISSN 1549-8328
Contributo su Rivista - Corinto, Fernando; Civalleri, Pier Paolo; Leon O., Chua (2015)
A Theoretical Approach to Memristor Devices. In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, pp. 1-10. ISSN 2156-3357
Contributo su Rivista - Corinto, Fernando; Ascoli, Alon; Gilli, Marco (2012)
Analysis of current-voltage characteristics for memristive elements in pattern recognition systems. In: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, vol. 40, pp. 1277-1320. ISSN 0098-9886
Contributo su Rivista - Alon, Ascoli; Corinto, Fernando; Ronald, Tetzlaff (2016)
Generalized boundary condition memristor model. In: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, vol. 44, pp. 60-84. ISSN 0098-9886
Contributo su Rivista - Ascoli, Alon; Corinto, Fernando; Mirchev, Miroslav; Gilli, Marco (2013)
Memristor-based filtering applications. In: 14th IEEE Latin-American Test Workshop, LATW 2013, Cordoba (Argentina), 03-05 April 2013, pp. 1-6. ISBN: 978-1-4799-0597-3
Contributo in Atti di Convegno (Proceeding) - Alon, Ascoli; Corinto, Fernando; Ronald, Tetzlaff (2016)
A class of versatile circuits, made up of standard electrical components, are memristors. In: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, vol. 44, pp. 127-146. ISSN 0098-9886
Contributo su Rivista - Marrone, Francesco; Zoppo, Gianluca; Corinto, Fernando; Gilli, Marco (2022)
A dynamic system approach to spiking second order memristor networks. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 69, pp. 1641-1654. ISSN 1549-8328
Contributo su Rivista - Zoppo, Gianluca; Marrone, Francesco; Pittarello, Monica; Farina, Marco; Uberti, Alberto; ... (2020)
AI technology for remote clinical assessment and monitoring. In: JOURNAL OF WOUND CARE, vol. 29, pp. 692-706. ISSN 0969-0700
Contributo su Rivista - Corinto, Fernando; Forti, Mauro (2018)
Memristor Circuits: Pulse Programming via Invariant Manifolds. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, vol. 65, pp. 1327-1339. ISSN 1549-8328
Contributo su Rivista - Ascoli, Alon; Corinto, Fernando (2013)
Memristor models in chaotic neural circuits. In: INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS IN APPLIED SCIENCES AND ENGINEERING, vol. 23, pp. 1350052-1-1350052-28. ISSN 0218-1274
Contributo su Rivista
Knowledge Valorisation
Technology transfer
- Metodo di classificazione e correlazione tra lo stato patologico della cute e/o del derma con la corrispondente posologia.. national and international Patent
Inventors: Fernando Corinto Danilo Demarchi Marco Farina Jacopo Secco