Davide L. Manna

11 papers C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
An Approach to Time Series Forecasting With Derivative Spike Encoding and Spiking Neural Networks.
HICSS
Davide L. Manna, Gaetano Di Caterina, Alex Vicente-Sola, Paul Kirkland
2025 J jnl
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage.
Neurocomputing
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl
2024 — conf
Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits.
HICSS
Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs
2023 C conf
Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch.
EANN
Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina
2023 — conf
Sign Language Recognition using Spiking Neural Networks.
ICMLDE
Pranav Chaudhari, Alex Vicente-Sola, Amlan Basu, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina
2022 J jnl
Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain.
CoRR
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl
2022 J jnl
Keys to accurate feature extraction using residual spiking neural networks.
Neuromorph. Comput. Eng.
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl
2022 J jnl
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario.
Neuromorph. Comput. Eng.
Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina
2022 J jnl
Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features.
IEEE Trans. Computers
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina
2021 J jnl
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks.
CoRR
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl
2021 J jnl
Unsupervised Spiking Instance Segmentation on Event Data using STDP.
CoRR
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina