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
1 - 10 of 156
- Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation(2023)
Authors: Emmanuel Gooskens, Stijn Sackesyn, Sarah Masaad, Joni Dambre, Peter Bienstman
Number of pages: 1 - Trends and challenges for sign language recognition with machine learning(2023)
Authors: J. Fink, Mathieu De Coster, Joni Dambre, B. Frénay
Pages: 561 - 570 - Integrated photonic reservoir computing with an all-optical readout(2023)
Authors: Chonghuai Ma, Joris Van Kerrebrouck, Hong Deng, Stijn Sackesyn, Emmanuel Gooskens, Bing Bai, Joni Dambre, Peter Bienstman
Pages: 34843 - 34854 - An homeostatic activity-dependent structural plasticity algorithm for richer input combination(2023)
Authors: Tanguy Cazalets, Joni Dambre
Number of pages: 1 - Delay-sensitive local plasticity in echo state networks(2023)
Authors: Stefan-Teodor Iacob, Spyridon Chavlis, Panayiota Poirazi, Joni Dambre
Number of pages: 1 - SignON sign language translation : progress and challenges(2023)
Authors: Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, et al.
Pages: 501 - 502 - Modeling electronic response properties with an explicit-electron machine learning potential(2022)
Authors: Maarten Cools-Ceuppens, Joni Dambre, Toon Verstraelen
Pages: 1672 - 1691 - Anchor pruning for object detection(2022)
Authors: Maxim Bonnaerens, Matthias Freiberger, Joni Dambre
- Progress, challenges and innovations of the SignON project(2022)
Authors: Vincent Vandeghinste, Mirella De Sisto, Dimitar Shterionov, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.
Number of pages: 1 - BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation(2022)
Authors: Vincent Vandeghinste, Bob Van Dyck, Mathieu De Coster, Maud Goddefroy, Joni Dambre
Pages: 7 - 17
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)