Elenco Pubblicazioni - Publications (1616)
G. Filippeschi, M. Brazzini, C. Mosquera, M. Lanuzza, A. Catania, S. Strangio, G. Iannaccone: "Hardware-Aware Model Design and Training of Silicon-Based Analog Neural Networks" IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Written by MIRKO BRAZZINI
Abstract: Silicon-based analog neural networks physically embody the ideal neural network model in an approximate way. We show that by retraining the neural network using a physics-informed hardware-aware model one can fully recover the inference accuracy…
G. Filippeschi, M. Brazzini, C. Mosquera, M. Lanuzza, A. Catania, S. Strangio, G. Iannaccone: "Hardware-Aware Model Design and Training of Silicon-Based Analog Neural Networks" IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Written by MIRKO BRAZZINI
Abstract: Silicon-based analog neural networks physically embody the ideal neural network model in an approximate way. We show that by retraining the neural network using a physics-informed hardware-aware model one can fully recover the inference accuracy…
G. Filippeschi, M. Brazzini, C. Mosquera, M. Lanuzza, A. Catania, S. Strangio, G. Iannaccone: "Hardware-Aware Model Design and Training of Silicon-Based Analog Neural Networks" IEEE Journal on Emerging and Selected Topics in Circuits and Systems
Written by MIRKO BRAZZINI
Abstract: Silicon-based analog neural networks physically embody the ideal neural network model in an approximate way. We show that by retraining the neural network using a physics-informed hardware-aware model one can fully recover the inference accuracy…
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- Avviso: calendario, scadenze e procedure per gli esami di fine anno dei dottorandi - Schedule, deadlines, and procedures for PhD students' end-of-year exams
- A due dottorandi del DII il riconoscimento Young Scientist Award dell’International Union of Radio Science (URSI)
- PhD @ Nanyang Technical University (NTU) & University of Pisa (UniPi)
- Visiting students and scholars mobility agreement with the Academy of Advanced Interdisciplinary Research, Xidian, Xi'an, P.R. China
PhD Course News
- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Tactile Sensors for Robotics and Advanced Human Machine Interaction", 14,16,17,18 September 2026
- Prof. Daniele Inserra, University of Electronic Science and Technology of China - China, "Battery-free intelligent systems: RFID, wireless power, and smart sensing", 27-29 July 2026
- Prof. Bhavani Shankar MYSORE, University of Luxembourg, "Signal Processing for Joint Radar Communications", 13-16 July 2026
- Prof. Matteo Bianchi, Department of Information Engineering, University of Pisa, "Bilateral Telerobotics: Challenges, Perspectives and Applications", 27-30 July 2026
- Prof. Jian-Nong Cao, Hong Kong Polytechnic University, "Collaborative Edge AI and Applications", 6-10 July 2026
