Scientific publications
The following table provides overview of scientific contributions sourced from Edge-SpAIce developments.
Publication | Journal / Event | Authors | Date |
|---|---|---|---|
HLS4ML: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware | ACM Transactions on Reconfigurable Technology and Systems | Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers, Maurizio Pierini, Giuseppe Di Guglielmo, Jennifer Ngadiuba, Javier Campos, Ben Hawks, Abhijith Gandrakota, Farah Fahim, Nhan Tran, George Constantinides, Zhiqiang Que, Wayne Luk, Alexander Tapper, Duc Hoang, Noah Paladino, Philip Harris, Bo-Cheng Lai, Manuel Valentin, Ryan Forelli, Seda Ogrenci, Lino Gerlach, Rian Flynn, Mia Liu, Daniel Diaz, Elham Khoda, Melissa Quinnan, Russell Solares, Santosh Parajuli, Mark Neubauer, Christian Herwig, Ho Fung Tsoi, Dylan Rankin, Shih-Chieh Hsu, Scott Hauck | 2025.12.15 (Accepted) |
Edge SpAIce: Deep Neural Network simplification pipeline for On-Board Data Reduction – PAPER | European Data Handling & Data Processing Conference for Space (EDHPC 2025) | François De Vieilleville,
Nicolas-Marcel Lemoine,
Pierre-Jean Coquard,
Pauline Audenino,
Sioni Paris Summers,
Boyan-Nikola Zafirov,
Simon Vellas | 2026.01.19 published |
Edge SpAIce: Deep Neural Network simplification pipeline for On-Board Data Reduction – SLIDES | European Data Handling & Data Processing Conference for Space (EDHPC 2025) | Nimesh Tahalooa | 2025.10.17 presented |
Real-time detection and monitoring of plastics pollution with AI onboard Earth Observation Satellites | 23rd International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2025) | Sioni Summers | 2025.09.11 presented |
Edge SpAIce: Enabling Onboard Data Compression With Machine Learning On FPGAs | International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2025) | Noemi D’Abbondanza, Stylianos Tzelepis, Nicolo Ghielmetti, Ioannis Kakogeorgiou, Vanya Buchova, Konstantinos Karantzalos, Katerina Kikaki, Nicolas-Marcel Lemoine, Maurizio Pierini, Sioni Summers, Simon Vellas, Francois de Vieilleville, Boyan-Nikola Zafirov | 2025.06.07 presented,
2025.08.13 published |
Trialing Real-Time Global Marine Litter Monitoring With Edge-SpAIce Project (POSTER) | Living Planet Symposium (LPS 2025) – ESA | Dr. Andis Dembovskis,
Dr. François de Vieilleville,
Dr. Pauline Audenino,
Sioni Summers,
Dr. Kikaki Katerina,
Boyan-Nikola Zafirov | 2025.05.23 |
Enabling Onboard Data Compression with Machine Learning on FPGAs | SpacE FPGA Users Workshop (SEFUW 2025) | Nicolò Ghielmetti,
Dr Maurizio Pierini,
Ms Noemi D’Abbondanza,
Dr Sioni Summers,
Stylianos Tzelepis | 2025.03.25 |
Enabling Onboard Data Compression with Machine Learning on FPGAs | Applied Machine Learning Days (AMLD 2025) | S. Tzelepis, N. Ghielmetti, N. M. Lemoine, M. Pierini, S. Summers, F. De Vielleville | 2025.02.11 |
Edge SpAIce: Enabling On-Board Data Compression With Machine Learning On FPGAs | Fast Machine Learning for Science Conference 2024 | Nicolò Ghielmetti, Mr Stylianos Tzelepis, Nicolò Ghielmetti, Sioni Paris Summers,
Maurizio Pierini | 2024.10.16 |
Edge SpAIce: Enabling Onboard Data Compression With Machine Learning On FPGAs | International Workshop on On-Board Payload Data Compression (OBPDC 2024) | Tzelepis, Stylianos; Ghielmetti, Nicolò; Lemoine, Nicolas-Marcel; Pierini, Maurizio; Summers, Sioni; De Vielleville, François
| 2024.09.30 |
Other publicity
The following table provides overview of published material about Edge-SpAIce project in various conferences, exhibitions, workshops and events, aimed at promoting the project publicity.
Publication | Event | Contents | Authors | Date |
|---|---|---|---|---|
Edge-SpAIce slides, Environment | EuroGEO – Data to Intelligence: co-creating strategies with EU Initiatives. Marine & Coastal Action Group Workshop Data-to-Intelligence. | Current high level summary about Edge-SpAIce, focusing on preserving environment | TBD | 2026.07.06 |
Edge-SpAIce slides, AI | Rendez-vous Mer & Données | Rencontre Marché IA & Maritime | Current high level summary about Edge-SpAIce, focusing on AI-tech | Andis Dembovskis | 2026.04.09 |
Edge-SpAIce event slides @LPS | Living Planet Symposium (LPS 2025) – ESA | All presentations combined from the Edge-SpAIce event @LPS’25 | Consortium members & event speakers | 2025.06.24 |
Edge-SpAIce poster @HaDEA/LPS | Living Planet Symposium (LPS 2025) – ESA | High level overview of Edge-SpAIce | Andis Dembovskis | 2025.06.23 |
Edge-SpAIce poster @GEO-Forum | GEO Global Forum 2025 | High-level overview of Edge-SpAIce activities | S. Tzelepis; N. Ghielmetti; M. Pierini; S. Summers; K. Kikaki; S. Vellas; I.Kakogeorgiou; N.M. Lemoine; F. De Vielleville; A. Dembovskis; P. Audenino; B. Zafirov | 2025.05.05 |
Edge-SpAIce slides @HaDEA | HaDEA workshop | Overview and progress of Edge-SpAIce project | Andis Dembovskis | 2025.02.21 |
Edge-SpAIce overview | CERN Knowledge Transfer Seminar | Overview and progress of Edge-SpAIce | Nick Ziogas, Sioni Summers, Konstantinos Karantzalos, Francois de Vieilleville, Joseph Thuilier | 2024.10.29 |
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