Davide L. Manna

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Recognition Of Human Actions

Feature Extraction

Spiking Neural Networks

Top Venues

Neuromorph. Comput. Eng.

Publications

Trevor Bihl, Patrick Farr, Gaetano Di Caterina, Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Jundong Liu, Kara Combs
Exploring Spiking Neural Networks (SNN) for Low Size, Weight, and Power (SWaP) Benefits. HICSS (2024)
Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina
Frameworks for SNNs: A Review of Data Science-Oriented Software and an Expansion of SpykeTorch. EANN (2023)
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl
Keys to accurate feature extraction using residual spiking neural networks. Neuromorph. Comput. Eng. 2 (4) (2022)
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina
Unsupervised Spiking Instance Segmentation on Event Data Using STDP Features. IEEE Trans. Computers 71 (11) (2022)
Davide L. Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario. Neuromorph. Comput. Eng. 2 (4) (2022)
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl
Evaluating the temporal understanding of neural networks on event-based action recognition with DVS-Gesture-Chain. CoRR (2022)
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina
Unsupervised Spiking Instance Segmentation on Event Data using STDP. CoRR (2021)
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor Bihl
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks. CoRR (2021)