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2020 – today
- 2025
[j8]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
- [j7]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) - [j6]Joshua Robertson, Paul Kirkland, Gaetano Di Caterina, Antonio Hurtado:
VCSEL-based photonic spiking neural networks for ultrafast detection and tracking. Neuromorph. Comput. Eng. 4(1): 14010 (2024) - [c6]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
- [c5]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 - [c4]Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni:
Neuromorphic Sensing and Processing for Space Domain Awareness. IGARSS 2023: 4738-4741 - [i6]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
- [j5]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) - [j4]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) - [j3]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) - [i5]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) - [i4]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
- [i3]Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado:
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron. CoRR abs/2110.01617 (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) - 2020
- [b1]Paul Kirkland:
Less is more: the neuromorphic engineering advantage. University of Strathclyde, UK, 2020 - [j2]Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich:
Perception Understanding Action: Adding Understanding to the Perception Action Cycle With Spiking Segmentation. Frontiers Neurorobotics 14: 568319 (2020) - [c3]Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich:
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j1]Adriano Rosario Persico, Paul Kirkland, Carmine Clemente, John J. Soraghan, Massimiliano Vasile:
CubeSat-Based Passive Bistatic Radar for Space Situational Awareness: A Feasibility Study. IEEE Trans. Aerosp. Electron. Syst. 55(1): 476-485 (2019) - [c2]Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, Yiannis Andreopoulos, George Matich:
UAV Detection: A STDP Trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach. ICANN (1) 2019: 724-736 - 2018
- [c1]Yannan Xing, Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich:
Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCS. ICANN (1) 2018: 801-808
Coauthor Index
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