Vittorio Fra

According to our database, Vittorio Fra authored at least 22 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT Prototyping.

Gianvito Urgese, Vittorio Fra, Andrea Pignata, Giuseppe Fanuli, Walter Gallego Gomez, Riccardo Pignari, Michelangelo Barocci, Benedetto Leto, Salvatore Tilocca, Nicola Cassetta, Paolo Montuschi, Enrico Macii

IEEE Internet Things J., 2026

Variable-precision neuromorphic state space model for on-edge activity classification.

Benedetto Leto, Gianvito Urgese, Enrico Macii, Vittorio Fra

Future Gener. Comput. Syst., 2026

2025

Modeling and Optimizing Performance Bottlenecks for Neuromorphic Accelerators.

Jason Yik, Walter Gallego Gomez, Andrew Cheng, Benedetto Leto, Alessandro Pierro, Noah Pacik-Nelson, Korneel Van den Berghe, Vittorio Fra, Andreea Danielescu, Gianvito Urgese, Vijay Janapa Reddi

CoRR, November, 2025

Efficient Solution Validation of Constraint Satisfaction Problems on Neuromorphic Hardware: The Case of Sudoku Puzzles.

Riccardo Pignari, Vittorio Fra, Enrico Macii, Gianvito Urgese

IEEE Trans. Artif. Intell., August, 2025

Application-oriented automatic hyperparameter optimization for spiking neural network prototyping.

Vittorio Fra

CoRR, February, 2025

Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem.

Evelina Forno, Riccardo Pignari, Vittorio Fra, Enrico Macii, Gianvito Urgese

IEEE Trans. Emerg. Top. Comput., 2025

WiN-GUI Version 2: A graphical tool for neuron-based encoding.

Vittorio Fra, Simon F. Müller-Cleve, Gianvito Urgese, Chiara Bartolozzi

SoftwareX, 2025

A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task.

Benedetto Leto, Gianvito Urgese, Enrico Macii, Vittorio Fra

Proceedings of the Neuro Inspired Computational Elements, 2025

2024

Neuromorphic Intermediate Representation.

Jens Egholm Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Bauer, Dylan Richard Muir, Peng Zhou, Bernhard Vogginger, Kade M. Heckel, Sadasivan Shankar, Terrence C. Stewart, Sadique Sheik, Jason Eshraghian

Dataset, April, 2024

WiN-GUI: A graphical tool for neuron-based encoding.

Simon F. Müller-Cleve, Fernando M. Quintana, Vittorio Fra, Pedro L. Galindo, Fernando Perez-Peña, Gianvito Urgese, Chiara Bartolozzi

SoftwareX, 2024

Exploring Spiking Neuron Model Behaviours Through the Analysis of Parameter Space.

Riccardo Pignari, Vittorio Fra, Enrico Macii, Gianvito Urgese

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Heterogeneous SoC Integrating an Open-Source Recurrent SNN Accelerator for Neuromorphic Edge Computing on FPGA.

Michelangelo Barocci, Vittorio Fra, Enrico Macii, Gianvito Urgese

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices.

Vittorio Fra, Benedetto Leto, Andrea Pignata, Enrico Macii, Gianvito Urgese

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing.

Jens Egholm Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik

CoRR, 2023

WaLiN-GUI: a graphical and auditory tool for neuron-based encoding.

Simon F. Müller-Cleve, Fernando M. Quintana, Vittorio Fra, Pedro L. Galindo, Fernando Perez-Peña, Gianvito Urgese, Chiara Bartolozzi

CoRR, 2023

Neu-BrAuER: A Neuromorphic Braille Letters Audio-Reader for Commercial Edge Devices.

Vittorio Fra, Andrea Pignata, Riccardo Pignari, Enrico Macii, Gianvito Urgese

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem.

Walter Gallego Gomez, Andrea Pignata, Riccardo Pignari, Vittorio Fra, Enrico Macii, Gianvito Urgese

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform.

Michelangelo Barocci, Vittorio Fra, Enrico Macii, Gianvito Urgese

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

2022

Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications.

Vittorio Fra, Evelina Forno, Riccardo Pignari, Terrence C. Stewart, Enrico Macii, Gianvito Urgese

Neuromorph. Comput. Eng., 2022

Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware.

Simon F. Müller-Cleve, Vittorio Fra, Lyes Khacef, Alejandro Pequeño-Zurro, Daniel Klepatsch, Evelina Forno, Diego Gigena Ivanovich, Shavika Rastogi, Gianvito Urgese, Friedemann Zenke, Chiara Bartolozzi

CoRR, 2022

2021

Resistive switching devices with improved control of oxygen vacancies dynamics.

Vittorio Fra

PhD thesis, 2021

2019

P3HT Processing Study for In-Liquid EGOFET Biosensors: Effects of the Solvent and the Surface.

Matteo Parmeggiani, Alessio Verna, Alberto Ballesio, Matteo Cocuzza, Erik Piatti, Vittorio Fra, Candido Fabrizio Pirri, Simone L. Marasso

Sensors, 2019