Elenco Pubblicazioni - Publications (1644)
A. Monorchio, T. Bocchi, T. Pacini, P. Nannipieri, and L. Fanucci, “FPG-AI: Automation Toolflow for Efficient Deployment of Pre-Trained CNN/RNN Models on FPGA Technology”
Written by ANDREA MONORCHIO
Poster presented at: Twenty-first International Summer School on Advanced Computer Architecture and Compilation for High-performance Embedded Systems (ACACES), Fiuggi (FR), Italy, July 2025, pp. 13-16 ISBN: 9789078427070.
T. Bocchi et al., "Pioneering AI Acceleration on European Space Qualified Hardware: Implementation and Characterization of a DNN on NanoXplore FPGA," in IEEE Aerospace and Electronic Systems Magazine,2026.
Written by TOMMASO BOCCHI
Abstract: This article presents a practical design case study describing the first successful implementation of an artificial intelligence (AI) algorithm on a NanoXplore radiation-hardened field programmable gate array (FPGA), the first fully European solution for…
A. Monorchio, T. Bocchi, P. Nannipieri, and L. Fanucci, "Design and Implementation of a RISC-V-based FPGA SoC for CNN Acceleration Using the FPG-AI Framework", 2026 21st Conference on Ph.D. Research in Microelectronics and Electronics (PRIME), 2026
Written by ANDREA MONORCHIO
Abstract: Field Programmable Gate Arrays have emerged as an effective solution for deploying Neural Networks thanks to their energy efficiency and reconfigurability, particularly for on the edge Convolutional Neural Network applications with strict constraints on…
L. Zulberti, M. Monopoli, G. Mystkowska, A. Monorchio, S. Moranti, L. Fanucci, and P. Nannipieri, "CGR-AI Engine: A Scalable CGRA-based Processing Platform for Artificial Intelligence in Space Applications", Microprocessors and Microsystems, vol. 122
Written by ANDREA MONORCHIO
Abstract: The execution of processing tasks in space is a cornerstone of modern space missions, enabling a wide range of critical applications. In recent years, the integration of Artificial Intelligence (AI) within the space industry…
"AISAFETY: An AI-based smart system for enhancing operator safety in production processes", Safety Science, July 2026, Article 107201, Volume 199.
Written by MARCO PALUMBO
Abstract The forthcoming EU Machinery Regulation represents a significant evolution in industrial safety by enabling the use of Artificial Intelligence (AI) and autonomous technologies for safety-related functions in collaborative human–machine environments. However, these environments introduce…
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