Projects per year
Personal profile
Personal Statement
I am a Lecturer in the Department of Electronic and Electrical Engineering, and Associate Fellow of the HEA. In particular, I am the Leonardo Lecturer on a joint program (2019-2023) between Strathclyde and the security and defence company Leonardo UK.
Having completed a PhD in video analytics for smart surveillance, in the Centre for Signal and Image Processing, within the EEE Department at Strathclyde, my background and areas of expertise reside in signal, image and video processing, with particular emphasis on biosignal and imaging, and multi-dimensional signals. My current research interests are in Signal Processing, Neuromorphic Technologies, Machine Learning, and Embedded Systems. I am Director of the Neuromorphic Sensor Signal Processing Lab (NSSP, https://nssp.eee.strath.ac.uk) in the EEE Department, supervising a number of PhD students working on various applications within these broad research areas. I am Principal Investigator and Co-Investigator on various projects in collaboration with national and international partners.
As part of my engagement with Leonardo UK, my role is to expand and strengthen the collaborative links between Strathclyde and Leonardo, in terms of research programs, undergraduate and Msc projects, and recruitment-oriented activities.
I am also Course Director of the MSc in Machine Learning and Deep Learning, at University of Strathclyde. This is a joint MSc program between the EEE Department and the Computer and Information Sciences Department at Strathclyde.
I welcome fully funded PhD applicants who would like to carry out research in Signal Processing, Neuromorphic Technologies, Machine Learning, and Embedded Systems.
A fully funded EPSRC ICASE 4-year PhD studentship, in collaboration with Leonardo UK, is currently available for UK nationals only (MORE INFO HERE).
Research Interests
- Neuromorphic technologies
- Machine Learning and Deep Learning
- Image and video processing
- Video analytics for surveillance
- EMG signal processing
- Speech processing
- Medical image processing
- DSP embedded systems
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Engineering, UNIVERSITY OF STRATHCLYDE
Award Date: 1 Jan 2013
Master of Engineering, UNIVERSITY OF STRATHCLYDE
Award Date: 1 Jan 2009
Bachelor of Engineering, Universita' degli Studi di Napoli Federico II
Award Date: 1 Jan 2005
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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NEU4SST – Neuromorphic Processing for Space Surveillance and Tracking
Di Caterina, G., Clemente, C., Macdonald, M. & Kirkland, P.
15/06/22 → 31/03/23
Project: Research
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Photonic Spiking Neural Networks for Ultrafast Detection and Tracking
Defence Science and Technology Laboratory DSTL MoD
1/11/21 → 30/03/23
Project: Research
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Unsupervised spiking instance segmentation on event data using STDP features
Kirkland, P., Manna, D., Vicente Sola, A. & Di Caterina, G., 1 Nov 2022, In: IEEE Transactions on Computers. 71, 11, p. 2728-2739 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Downloads (Pure) -
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario
Manna, D. L., Vicente-Sola, A., Kirkland, P., Bihl, T. J. & Di Caterina, G., 28 Oct 2022, In: Neuromorphic Computing and Engineering. 2, 4, 18 p., 044009.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure)
Datasets
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Data for: "Automatic target recognition in low resolution foliage penetrating SAR using CNNs and GANs"
Vint, D. (Creator), Di Caterina, G. (Contributor) & Clemente, C. (Contributor), University of Strathclyde, 6 Sep 2021
DOI: 10.15129/2887eacb-8ef3-40a4-a0c6-d4fb803db82f
Dataset
Prizes
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Best Paper Award
Basu, Amlan (Recipient), Kaewrak, Keerati (Recipient), Petropoulakis, Lykourgos (Recipient), Di Caterina, Gaetano (Recipient) & Soraghan, John (Recipient), 27 Aug 2022
Prize: Prize (including medals and awards)
File -
IEEE Brain Data Bank Challenges and Competitions
Lakany, Heba (Recipient), Kahani, Danial (Recipient), ARNIN, Jetsada (Recipient), Uttamchandani, Deepak (Recipient), Ren, Jinchang (Recipient), Murray, Paul (Recipient), Di Caterina, Gaetano (Recipient) & Zabalza, Jaime (Recipient), 31 Oct 2017
Prize: Prize (including medals and awards)
Activities
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Strathclyde researchers seek diagnostic tool for respiratory condition
Wendy Cohen (Contributor), Gaetano Di Caterina (Contributor), John Soraghan (Contributor) & David M Wynne (Contributor)
26 Nov 2018Activity: Public Engagement and Other Activities › Types of Public engagement and outreach - Media article or participation
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Faculty Robotics and Automation Users Group Discussion
Gareth Pierce (Organiser), Alan Oakley (Participant), Dimitris Drikakis (Participant), Deepak Uttamchandani (Participant), William Ion (Participant), Xiu Yan (Participant), Erfu Yang (Participant), Massimiliano Vasile (Participant), Malcolm Macdonald (Participant), P J Rowe (Participant), Marcus Perry (Participant), Charles Norman MacLeod (Participant), Gordon Dobie (Participant), Daniel McMahon (Participant), Stephen Marshall (Participant), Mark Post (Participant), Lykourgos Petropoulakis (Participant), Carmelo Mineo (Participant), Gaetano Di Caterina (Participant), David Harle (Participant), Walter Michie (Participant), Robert Stewart (Participant), Janine de fence (Participant), Stephen McArthur (Participant), Alexander Galloway (Participant), Daryl Landeg (Participant), Atilla Incecik (Participant), Campbell Booth (Participant), Andrew Heyes (Participant), Alexander Duffy (Participant), Zoe Shipton (Participant), Anthony Gachagan (Participant), Remi Christophe Zante (Participant), Tony Rodden (Participant), Rahul Summan (Participant) & Graham Wren (Participant)
10 Oct 2017Activity: Participating in or organising an event types › Participation in workshop, seminar, course