Paul Kirkland

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Perception Action

Biologically Inspired

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)
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) (2024)
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 (2023)
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)
Paul Kirkland, Carmine Clemente, Malcolm Macdonald, Gaetano Di Caterina, Gabriele Meoni
Neuromorphic Sensing and Processing for Space Domain Awareness. IGARSS (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)
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 (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)
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 (2021)
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)
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 (2020)
Paul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping. IJCNN (2020)
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) (2019)
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)
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)