Vittorio Fra

Polytechnic University of Turin — Italy

Engineering · Physical Sciences

8h-index295citations32works5.72yr avg
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Research Topics

Advanced Memory and Neural Computing(24), Neural dynamics and brain function(10), Ferroelectric and Negative Capacitance Devices(10), Neural Networks and Reservoir Computing(6), Neural Networks and Applications(5)

Publications32 total

The inNuCE Research Infrastructure and the Neuromorphic MLOps for AIoT prototyping
IEEE Internet of Things Journal·2026Open Access
Modeling and Optimizing Performance Bottlenecks for Neuromorphic Accelerators
arXiv (Cornell University)·2025Open Access
Variable-precision neuromorphic state space model for on-edge activity classification
Future Generation Computer Systems·2025· 1 citedOpen Access
Path Integral Quantum Annealing Optimizations Validated on 0-1 Multidimensional Knapsack Problem
IEEE Transactions on Emerging Topics in Computing·2025
A LIF-based Legendre Memory Unit as neuromorphic State Space Model benchmarked on a second-long spatio-temporal task
2025
Application-oriented automatic hyperparameter optimization for spiking neural network prototyping
arXiv (Cornell University)·2025Open Access
Efficient Solution Validation of Constraint Satisfaction Problems on Neuromorphic Hardware: The Case of Sudoku Puzzles
IEEE Transactions on Artificial Intelligence·2025· 3 cited
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
Nature Communications·2025· 51 citedOpen Access
WiN-GUI Version 2: A graphical tool for neuron-based encoding
SoftwareX·2025Open Access
Positioning and tracking enhancement through a spiking Legendre memory unit
IFAC-PapersOnLine·2025Open Access
Neu-BrAuER: A Neuromorphic Braille Letters Audio-Reader for Commercial Edge Devices
Communications in computer and information science·2024· 2 cited
Review for "Maximizing information in neuron populations for neuromorphic spike encoding"
2024
A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks
2024· 2 cited
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
Nature Communications·2024· 40 citedOpen Access
Review for "Maximizing information in neuron populations for neuromorphic spike encoding"
2024
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices
arXiv (Cornell University)·2024Open Access
WiN-GUI: A graphical tool for neuron-based encoding
SoftwareX·2024· 2 citedOpen Access
Natively Neuromorphic LMU Architecture for Encoding-Free SNN-Based HAR on Commercial Edge Devices
Lecture notes in computer science·2024· 1 cited
Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform
2023
First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem
2023· 3 cited
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Frequent Co-authors

Gianvito Urgese(23), Enrico Macii(13), Benedetto Leto(7), Riccardo Pignari(7), Andrea Pignata(7), Chiara Bartolozzi(6), Evelina Forno(5), Terrence C. Stewart(4), Gregor Lenz(3), Jason K. Eshraghian(3), Lyes Khacef(3), Dylan R. Muir(3), Sadique Sheik(3), Bernhard Vogginger(3), Carlo Ricciardi(3), Candido Fabrizio Pirri(3), Walter Gallego Gomez(3), Jason Yik(2), Korneel Van den Berghe(2), Noah Pacik-Nelson(2)