Elenco Pubblicazioni - Publications (1643)
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 GIULIO FILIPPESCHI
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…
A bio-inspired magnetic field strategy for long-range GPS-free homing guidance of marine vehicles
Written by ALESSIA BIONDI
Abstract Autonomous marine guidance in GPS-denied environments increasingly relies on Earth-based localization using naturally occurring geophysical fields. Among these, the Earth’s magnetic field is particularly promising due to its global presence and long-term stability. However,…
Cerca
News
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
