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2020 – today
- 2025
[j5]Alex Vicente-Sola
, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl:
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage. Neurocomputing 611: 128657 (2025)- 2024
- [j4]Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina:
Time Series Forecasting via Derivative Spike Encoding and Bespoke Loss Functions for Spiking Neural Networks. Comput. 13(8): 202 (2024) - [c2]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: 7561-7570 - 2023
- [c1]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: 227-238 - [i5]Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina:
Frameworks for SNNs: a Review of Data Science-oriented Software and an Expansion of SpykeTorch. CoRR abs/2302.07624 (2023) - 2022
- [j3]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): 44001 (2022) - [j2]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): 44009 (2022) - [j1]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): 2728-2739 (2022) - [i4]Davide Liberato 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. CoRR abs/2207.04881 (2022) - [i3]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 abs/2209.14915 (2022) - 2021
- [i2]Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina:
Unsupervised Spiking Instance Segmentation on Event Data using STDP. CoRR abs/2111.05283 (2021) - [i1]Alex Vicente-Sola, Davide L. Manna, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl:
Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks. CoRR abs/2111.05955 (2021)
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