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Alessio Carpegna
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Spiker: an fpga-optimized hardware accelerator for spiking neural networks
A Carpegna, A Savino, S Di Carlo
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 14-19, 2022
212022
Micro-Architectural features as soft-error markers in embedded safety-critical systems: preliminary study
D Kasap, A Carpegna, A Savino, S Di Carlo
2023 IEEE European Test Symposium (ETS), 1-5, 2023
52023
Spiker+: a framework for the generation of efficient Spiking Neural Networks FPGA accelerators for inference at the edge
A Carpegna, A Savino, S Di Carlo
arXiv preprint arXiv:2401.01141, 2024
32024
EUROPULS: NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS
F Pavanello, C Marchand, I O’Connor, R Orobtchouk, F Mandorlo, ...
2023 IEEE European Test Symposium (ETS), 1-6, 2023
22023
Artificial resilience in neuromorphic systems
A Carpegna, S Di Carlo, A Savino
Proceedings of the 12th International Symposium on Highly-Efficient …, 2022
22022
Fpga-optimized hardware acceleration for spiking neural networks
A Carpegna, A Savino, S Di Carlo
arXiv preprint arXiv:2201.06993, 2022
22022
Special Session: Neuromorphic hardware design and reliability from traditional CMOS to emerging technologies
F Pavanello, EI Vatajelu, A Bosio, T Van Vaerenbergh, P Bienstman, ...
2023 IEEE 41st VLSI Test Symposium (VTS), 1-10, 2023
12023
Design of an hardware accelerator for a Spiking Neural Network.
A Carpegna
Politecnico di Torino, 2021
12021
SpikeExplorer: hardware-oriented Design Space Exploration for Spiking Neural Networks on FPGA
D Padovano, A Carpegna, A Savino, S Di Carlo
arXiv preprint arXiv:2404.03714, 2024
2024
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks
AB Gogebakan, E Magliano, A Carpegna, A Ruospo, A Savino, S Di Carlo
arXiv preprint arXiv:2404.00383, 2024
2024
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks
A Bayram Gogebakan, E Magliano, A Carpegna, A Ruospo, A Savino, ...
arXiv e-prints, arXiv: 2404.00383, 2024
2024
A Micro Architectural Events Aware Real-Time Embedded System Fault Injector
E Magliano, A Carpegna, A Savino, S Di Carlo
arXiv preprint arXiv:2401.08397, 2024
2024
Fast Exploration of the Impact of Precision Reduction on Spiking Neural Networks
S Saeedi, A Carpegna, A Savino, S Di Carlo
arXiv preprint arXiv:2212.11782, 2022
2022
Prediction of the Impact of Approximate Computing on Spiking Neural Networks via Interval Arithmetic
S Saeedi, A Carpegna, A Savino, S Di Carlo
2022 IEEE 23rd Latin American Test Symposium (LATS), 1-6, 2022
2022
Spiking Neural Network Data Reduction via Interval Arithmetic
S Saeedi, A Carpegna, A Savino, S Di Carlo
Proceedings of the 18th IEEE Workshop on Silicon Errors in Logic–System …, 2022
2022
Are micro-architectural features able to explain faulty executions in the presence of soft errors? A preliminary study.
D Kasap, A Carpegna, A Savino, S Di Carlo
CoRR, 2022
2022
2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)| 978-1-6654-6605-9/22/$31.00© 2022 IEEE| DOI: 10.1109/ISVLSI54635. 2022.00103
H Abunahla, T Adegbija, F Afghah, S Agarwal, S Ahlawat, QA Ahmed, ...
ISVLSI 2022
A Carpegna, A Savino
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