Davide L. Manna

According to our database, Davide L. Manna authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Spiking Neural Networks for event-based action recognition: A new task to understand their advantage.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl

Neurocomputing, 2025

2024

Time Series Forecasting via Derivative Spike Encoding and Bespoke Loss Functions for Spiking Neural Networks.

Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina

Comput., August, 2024

Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits.

Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Proceedings of the Engineering Applications of Neural Networks, 2023

2022

Keys to accurate feature extraction using residual spiking neural networks.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl

Neuromorph. Comput. Eng., December, 2022

Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario.

Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina

Neuromorph. Comput. Eng., December, 2022

Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

IEEE Trans. Computers, 2022

Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain.

Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl

CoRR, 2022

2021

Unsupervised Spiking Instance Segmentation on Event Data using STDP.

Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina

CoRR, 2021