Paul Kirkland

24 papers B 1C 2Journal 15Unranked 5
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
From task-aware to task-agnostic parameter isolation for incremental learning.
Neural Process. Lett.
Alex Vicente-Sola, Paul Kirkland, Gaetano Di Caterina, Trevor J. Bihl, Marc Masana
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
2024 J jnl
Time Series Forecasting via Derivative Spike Encoding and Bespoke Loss Functions for Spiking Neural Networks.
Comput.
Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina
2024 J jnl
VCSEL-based photonic spiking neural networks for ultrafast detection and tracking.
Neuromorph. Comput. Eng.
Joshua Robertson, Paul Kirkland, Gaetano Di Caterina, Antonio Hurtado
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 J jnl
Frameworks for SNNs: a Review of Data Science-oriented Software and an Expansion of SpykeTorch.
CoRR
Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor Joseph Bihl, Gaetano Di Caterina
2023 C conf
Neuromorphic Sensing and Processing for Space Domain Awareness.
IGARSS
Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni
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.
CoRR
Davide Liberato Manna, Alex Vicente-Sola, Paul Kirkland, Trevor J. Bihl, Gaetano Di Caterina
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
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron.
CoRR
Joshua Robertson, Paul Kirkland, Juan Arturo Alanis, Matej Hejda, Julián Bueno, Gaetano Di Caterina, Antonio Hurtado
2021 J jnl
Unsupervised Spiking Instance Segmentation on Event Data using STDP.
CoRR
Paul Kirkland, Davide L. Manna, Alex Vicente-Sola, Gaetano Di Caterina
2020 — —
Less is more: the neuromorphic engineering advantage
Paul Kirkland
2020 J jnl
Perception Understanding Action: Adding Understanding to the Perception Action Cycle With Spiking Segmentation.
Frontiers Neurorobotics
Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich
2020 B conf
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping.
IJCNN
Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich
2019 J jnl
CubeSat-Based Passive Bistatic Radar for Space Situational Awareness: A Feasibility Study.
IEEE Trans. Aerosp. Electron. Syst.
Adriano Rosario Persico, Paul Kirkland, Carmine Clemente, John J. Soraghan, Massimiliano Vasile
2019 — conf
UAV Detection: A STDP Trained Deep Convolutional Spiking Neural Network Retina-Neuromorphic Approach.
ICANN (1)
Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, Yiannis Andreopoulos, George Matich
2018 — conf
Real-Time Embedded Intelligence System: Emotion Recognition on Raspberry Pi with Intel NCS.
ICANN (1)
Yannan Xing, Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich