Gaetano Di Caterina

59 papers A 1B 6C 4Misc 3Journal 21Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Addressing the Lack of Neuromorphic Data in Low SNR Scenarios. HICSS Ross Perry, Gaetano Di Caterina, Trevor Bihl, Kara Combs
2026	—	`conf`	Encoding Time Series on an FPGA, with an Efficient Izhikevich Neuron Implementation. HICSS Thomas Borrill, Louise Crockett, Kevin Thomas, Gaetano Di Caterina
2025	C	`conf`	A Biopsy / Non-Biopsy Approach to Voice Disorder Classification Using Deep Learning. ISCC Frank Conway, Gaetano Di Caterina, Ross Perry, Wendy Cohen, David M. Wynne
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`	Fundamental Survey on Neuromorphic Based Audio Classification. CoRR Amlan Basu, Pranav Chaudhari, Gaetano Di Caterina
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	J	`jnl`	Brain health in diverse settings: How age, demographics and cognition shape brain function. NeuroImage Hernan Hernandez, Sandra Baez, Vicente Medel, Sebastian Moguilner, Jhosmary Cuadros, Hernando Santamaría-García, Enzo Tagliazucchi, Pedro A. Valdés-Sosa, Francisco Lopera, John Fredy Ochoa-Gómez, Alfredis González-Hernández, Jasmin Bonilla-Santos, Rodrigo A. Gonzalez-Montealegre, Tuba Aktürk, Ebru Yildirim, Renato Anghinah, Agustina Legaz, Sol Fittipaldi, Görsev Yener, Javier Escudero, Claudio Babiloni, Susanna Lopez, Robert Whelan, Alberto A Fernández Lucas, Adolfo M. García, David Huepe, Gaetano Di Caterina, Marcio Soto-Añari, Agustina Birba, Agustin Sainz-Ballesteros, Carlos Coronel-Oliveros, Eduar Herrera, Daniel Abásolo, Kerry Kilborn, Nicolás Rubido, Ruaridh A. Clark, Rubén Herzog, Deniz Yerlikaya, Bahar Güntekin, Mario A. Parra, Pavel Prado, Agustín Ibáñez
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	—	`conf`	A Boundary Optimization Scheme for Liver Tumors from CT Images. EUSIPCO Ming Gong, John J. Soraghan, Gaetano Di Caterina, Xiaoquan Li, Derek Grose
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	—	`conf`	An Exploration of the Optimal Feature-Classifier Combinations for Transradial Prosthesis Control. EMBC Fraser Douglas, Harry Gover, Cheryl Docherty, Gordon Shields, Konstantina Leventi, 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	—	`conf`	Hybrid attention mechanism for liver tumor segmentation in CT images. EUVIP Ming Gong, Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose
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	—	`conf`	Pseudo-Label Refinement Using Superpixels for Semi-Supervised Brain Tumour Segmentation. ISBI Bethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey
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`	Automatic Target Recognition for Low Resolution Foliage Penetrating SAR Images Using CNNs and GANs. Remote. Sens. David Vint, Matthew Anderson, Yuhao Yang, Christos V. Ilioudis, Gaetano Di Caterina, Carmine Clemente
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`	Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation. CoRR Bethany H. Thompson, Gaetano Di Caterina, Jeremy P. Voisey
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	J	`jnl`	Automatic Annotation of Subsea Pipelines Using Deep Learning. Sensors Anastasios Stamoulakatos, Javier Cardona, Chris McCaig, David Murray, Hein Filius, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Pavlos I. Lazaridis, Andrew W. Hamilton, Md. Moinul Hossain, Gaetano Di Caterina, Christos Tachtatzis
2020	B	`conf`	Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition. IJCNN Weijie Ke, Yannan Xing, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan
2020	Misc	`conf`	Intersected EMG Heatmaps and Deep Learning Based Gesture Recognition. ICMLC Weijie Ke, Yannan Xing, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan
2020	B	`conf`	Modified Capsule Neural Network (Mod-CapsNet) for Indoor Home Scene Recognition. IJCNN Amlan Basu, Keerati Kaewrak, Lykourgos Petropoulakis, Gaetano Di Caterina, John J. Soraghan
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
2020	—	`conf`	TwoPath U-Net for Automatic Brain Tumor Segmentation from Multimodal MRI Data. BrainLes@MICCAI (2) Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose
2019	Misc	`conf`	Human Emotion Recognition in Video Using Subtraction Pre-Processing. ICMLC Zhihao He, Tian Jin, Amlan Basu, John J. Soraghan, Gaetano Di Caterina, Lykourgos Petropoulakis
2019	—	`conf`	Modified U-Net for Automatic Brain Tumor Regions Segmentation. EUSIPCO Keerati Kaewrak, John J. Soraghan, Gaetano Di Caterina, Derek Grose
2019	—	`conf`	Segmentation of Head and Neck Tumours Using Modified U-net. EUSIPCO Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Derek Grose
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	A	`conf`	A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks. INTERSPEECH Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina
2018	—	`conf`	Automatic 3D Detection and Segmentation of Head and Neck Cancer from MRI Data. EUVIP Baixiang Zhao, John J. Soraghan, Derek Grose, Trushali Doshi, Gaetano Di Caterina
2018	—	`conf`	Automatic 3D segmentation of MRI data for detection of head and neck cancerous lymph nodes. SPA Baixiang Zhao, John J. Soraghan, Gaetano Di Caterina, Lykourgos Petropoulakis, Derek Grose, Trushali Doshi
2018	—	`conf`	Convolutional Neural Networks for Pathological Voice Detection. EMBC Huiyi Wu, John J. Soraghan, Anja Lowit, Gaetano Di Caterina
2018	—	`conf`	Online Prediction of Robot to Human Handover Events Using Vibrations. EUSIPCO Harmeet Singh, Marco Controzzi, Christian Cipriani, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan
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
2017	—	`conf`	Automatic Quantification of Vocal Cord Paralysis - An Application of Fibre-optic Endoscopy Video Processing. BIOIMAGING Radhika Menon, Lykourgos Petropoulakis, John J. Soraghan, Heba M. Lakany, Kenneth MacKenzie, Omar Hilmi, Gaetano Di Caterina
2017	J	`jnl`	Automatic pharynx and larynx cancer segmentation framework (PLCSF) on contrast enhanced MR images. Biomed. Signal Process. Control. Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina, Derek Grose, Kenneth MacKenzie, Christina Wilson
2016	B	`conf`	A Novel Decentralised System Architecture for Multi-camera Target Tracking. ACIVS Gaetano Di Caterina, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis
2015	—	`conf`	3-dimensional throat region segmentation from MRI data based on fourier interpolation and 3-dimensional level set methods. EMBC Sean Campbell, Trushali Doshi, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina, Derek Grose, Kenneth MacKenzie
2015	—	`conf`	Automatic misclassification rejection for LDA classifier using ROC curves. EMBC Radhika Menon, Gaetano Di Caterina, Heba M. Lakany, Lykourgos Petropoulakis, Bernard A. Conway, John J. Soraghan
2015	J	`jnl`	Yawn analysis with mouth occlusion detection. Biomed. Signal Process. Control. Masrullizam Mat Ibrahim, John J. Soraghan, Lykourgos Petropoulakis, Gaetano Di Caterina
2014	Misc	`conf`	A robust, precise and flexible tracking algorithm based on IMS and SWAD. ICASSP Gaetano Di Caterina, John J. Soraghan
2012	B	`conf`	DSP Embedded Smart Surveillance Sensor with Robust SWAD-Based Tracker. ACIVS Gaetano Di Caterina, Iain Hunter, John J. Soraghan
2012	C	`conf`	Real Time Door Access Event Detection and Notification in a Reactive Smart Surveillance System. ICISP Gaetano Di Caterina, Nurulfajar Abd Manap, Masrullizam Mat Ibrahim, John J. Soraghan
2011	—	`conf`	An abandoned and removed object detection algorithm in a reactive smart surveillance system. DSP Gaetano Di Caterina, John J. Soraghan
2011	B	`conf`	An improved Mean Shift tracker with fast failure recovery strategy after complete occlusion. AVSS Gaetano Di Caterina, John J. Soraghan
2011	—	`conf`	Co-operative surveillance cameras for high quality face acquisition in a real-time door monitoring system. EUVIP Nurulfajar Abd Manap, Gaetano Di Caterina, Masrullizam Mat Ibrahim, John J. Soraghan
2010	—	`conf`	Face detection and stereo matching algorithms for smart surveillance system with IP cameras. EUVIP Nurulfajar Abd Manap, Gaetano Di Caterina, John J. Soraghan, Vijay Sidharth, Hui Yao