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Vittorio Fra
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Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware
SF Muller-Cleve, V Fra, L Khacef, A Pequeno-Zurro, D Klepatsch, E Forno, ...
https://www.frontiersin.org/articles/10.3389/fnins.2022.951164/full; arXiv …, 2022
452022
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
J Yik, K Van den Berghe, D den Blanken, Y Bouhadjar, M Fabre, ...
arXiv preprint arXiv:2304.04640, 2024
42*2024
Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task
E Forno, V Fra, R Pignari, E Macii, G Urgese
Frontiers in Neuroscience 16, 999029, 2022
352022
Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications
V Fra, E Forno, R Pignari, TC Stewart, E Macii, G Urgese
Neuromorphic Computing and Engineering 2 (1), 014006, 2022
292022
Neuromorphic intermediate representation: A unified instruction set for interoperable brain-inspired computing
JE Pedersen, S Abreu, M Jobst, G Lenz, V Fra, FC Bauer, DR Muir, ...
Nature Communications 15 (1), 8122, 2024
232024
Hydrothermally grown ZnO nanowire array as an oxygen vacancies reservoir for improved resistive switching
V Fra, M Beccaria, G Milano, S Guastella, S Bianco, S Porro, M Laurenti, ...
Nanotechnology 31 (37), 374001, 2020
212020
P3HT processing study for in-liquid EGOFET biosensors: effects of the solvent and the surface
M Parmeggiani, A Verna, A Ballesio, M Cocuzza, E Piatti, V Fra, CF Pirri, ...
Sensors 19 (20), 4497, 2019
212019
Resistive switching in sub-micrometric ZnO polycrystalline films
D Conti, M Laurenti, S Porro, C Giovinazzo, S Bianco, V Fra, A Chiolerio, ...
Nanotechnology 30 (6), 065707, 2018
212018
Investigation on the Stabilizing Effect of Titanium in HfO2-Based Resistive Switching Devices With Tungsten Electrode
V Fra, E Shahrabi, Y Leblebici, C Ricciardi
Frontiers in Nanotechnology 2, 592684, 2020
42020
First steps towards micro-benchmarking the Lava-Loihi neuromorphic ecosystem
WG Gomez, A Pignata, R Pignari, V Fra, E Macii, G Urgese
2023 IEEE 16th International Symposium on Embedded Multicore/Many-core …, 2023
32023
WiN-GUI: A graphical tool for neuron-based encoding
SF Müller-Cleve, FM Quintana, V Fra, PL Galindo, F Perez-Peña, ...
SoftwareX 27, 101759, 2024
22024
Exploring Spiking Neuron Model behaviours through the Analysis of Parameter Space
R Pignari, V Fra, E Macii, G Urgese
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, 2024
12024
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices
V Fra, B Leto, A Pignata, E Macii, G Urgese
International Conference on Artificial Neural Networks, 377-391, 2024
12024
WiN-GUI Version 2: A graphical tool for neuron-based encoding
V Fra, SF Müller-Cleve, G Urgese, C Bartolozzi
SoftwareX 29, 102031, 2025
2025
Bridging Neuromorphic Platforms for Customized Recurrent Spiking Neural Networks: Human Activity Recognition from snnTorch to Intel Loihi 2
F Guarino
Politecnico di Torino, 2024
2024
Heterogeneous SoC integrating an open-source recurrent SNN accelerator for neuromorphic edge computing on FPGA
M Barocci, V Fra, E Macii, G Urgese
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, 2024
2024
A Time-synchronized Framework for Bluetooth Low Energy Wireless Sensor Networks
A Pignata, V Fra, E Macii, G Urgese
2024 IEEE 18th International Conference on Application of Information and …, 2024
2024
Efficient solution validation of constraint satisfaction problems on neuromorphic hardware: the case of Sudoku puzzles
R Pignari, V Fra, E Macii, G Urgese
IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE, 2024
2024
Review of open neuromorphic architectures and a first integration in the RISC-V PULP platform
M Barocci, V Fra, E Macii, G Urgese
2023 IEEE 16th International Symposium on Embedded Multicore/Many-core …, 2023
2023
WaLiN-GUI: a graphical and auditory tool for neuron-based encoding
SF Müller-Cleve, FM Quintana, V Fra, PL Galindo, F Perez-Peña, ...
arXiv preprint arXiv:2310.16983, 2023
2023
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