Researcher
Joni Dambre
- Disciplines:Machine learning and decision making, Signal processing, Digital integrated circuits, Data visualisation and imaging, Signal processing not elsewhere classified, Analogue and digital signal processing, Embedded and real-time systems, Neuromorphic computing, Artificial intelligence, Pattern recognition and neural networks
Affiliations
- Department of Electronics and information systems (Department)
Member
From1 Sep 1996 → Today
Projects
1 - 10 of 29
- Impact of local topology and local adaptation on network behaviourFrom1 Feb 2024 → TodayFunding: BOF - doctoral mandates
- Sign Language Translation Mobile Application and Open Communications FrameworkFrom1 Jan 2021 → 31 Dec 2023Funding: H2020-EU.2.1.-INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies (LEIT)
- Using artificial intelligence to facilitate communication between deaf and hearing peopleFrom1 Nov 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Advanced simulation, analysis and interpretation of network structures in biological dataFrom1 Sep 2020 → TodayFunding: H2020-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-Curie actions
- Digital innovation for man and societyFrom1 Jan 2020 → TodayFunding: BOF - research organisations
- Brain-inspired technologies for intelligent navigation and mobilityFrom1 Dec 2019 → TodayFunding: H2020-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-Curie actions
- Wavelength Division Multiplexing in Photonic Reservoir ComputingFrom1 Nov 2019 → 31 Oct 2023Funding: FWO Strategic Basic Research Grant
- From more to less: getting the best out of deep learning with constrained resources.From1 Nov 2019 → 31 Oct 2023Funding: FWO Strategic Basic Research Grant
- Human Brain Project Specific Grant Agreement 2From1 Apr 2018 → 31 Mar 2020Funding: H2020-EU.1.2.- EXCELLENT SCIENCE - Future and Emerging Technologies (FET)
- Robotic manipulation of deformable objects using deep
reinforcement learning for increased automation in the textile
industryFrom1 Jan 2018 → 31 Dec 2021Funding: FWO Strategic Basic Research Grant
Publications
11 - 20 of 156
- Hardware-aware mobile building block evaluation for computer vision(2022)
Authors: Maxim Bonnaerens, Matthias Freiberger, Marian Verhelst, Joni Dambre
- Distance-based delays in echo state networks(2022)Volume: 13756
Authors: Stefan-Teodor Iacob, Matthias Freiberger, Joni Dambre, Hujun Yin, David Camacho, Peter Tino
Pages: 211 - 222 - Attention analysis of a sign language recognition task on the AUTSL dataset(2022)
Authors: Jeanne Coppin, Mathieu De Coster, Joni Dambre
Number of pages: 1 - Sign language translation : ongoing development, challenges and innovations in the SignON project(2022)
Authors: Dimitar Shterionov, Mirella De Sisto, Vincent Vandeghinste, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.
Pages: 325 - 326 - The SignON project : a sign language translation framework(2021)
Authors: Dimitar Shterionov, Vincent Vandeghinste, Horacio Saggion, Josep Blat, Mathieu De Coster, Joni Dambre, Henk van den Heuvel, Irene Murtagh, Lorraine Leeson, Ineke Schuurman
Number of pages: 1 - Frozen pretrained transformers for neural sign language translation(2021)
Authors: Mathieu De Coster, Karel D'Oosterlinck, Marija Pizurica, Paloma Rabaey, Severine Verlinden, Mieke Van Herreweghe, Joni Dambre
Pages: 88 - 97 - Sign language recognition with transformer networks(2020)
Authors: Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre
Pages: 6018 - 6024 - Photonic neuromorphic information processing and reservoir computing(2020)
Authors: Alessio Lugnan, Andrew Katumba, Floris Laporte, Matthias Freiberger, Stijn Sackesyn, C. Ma, Emmanuel Gooskens, Joni Dambre, Peter Bienstman
- Stance control inspired by cerebellum stabilizes reflex-based locomotion on HyQ robot(2020)
Authors: Gabriel Urbain, Victor Barasuol, Claudio Semini, Joni Dambre, Francis wyffels
Pages: 6127 - 6133 - A training algorithm for networks of high-variability reservoirs(2020)
Authors: Matthias Freiberger, Peter Bienstman, Joni Dambre
Patents
1 - 6 of 6
- Multimode reservoir (Inventor)
- Reservoir computing using passive physical systems (Inventor)
- Training of photonic reservoir computing systems (Inventor)
- Holographic device and object sorting system (Inventor)
- Holographic device and object sorting system (Inventor)
- Multimode reservoir (Inventor)