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
21 - 30 of 156
- Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs(2020)
Authors: Matthias Freiberger, Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Peter Bienstman, Joni Dambre
- Conditional BRUNO : a neural process for exchangeable labelled data(2019)
Authors: Iryna Korshunova, Yarin Gal, Arthur Gretton, Joni Dambre
Pages: 1 - 6 - Combining evolutionary and adaptive control strategies for quadruped robotic locomotion(2019)
Authors: Elisa Massi, Lorenzo Vannucci, Ugo Albanese, Marie Claire Capolei, Alexander Vandesompele, Gabriel Urbain, Angelo Maria Sabatini, Joni Dambre, Cecilia Laschi, Silvia Tolu, et al.
- Enabling automated device size selection for transcatheter aortic valve implantation(2019)
Authors: Patricio Astudillo, Peter Mortier, Johan Bosmans, Ole De Backer, Peter De Jaegere, Matthieu De Beule, Joni Dambre
- Towards automatic sign language corpus annotation using deep learning(2019)
Authors: Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre
Number of pages: 1 - Neuromorphic information processing using silicon photonics(2019)Volume: 11081
Authors: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Ganapathi S. Subramania, Stavroula Foteinopoulou
Number of pages: 1 - Training passive photonic reservoirs with integrated optical readout(2019)
Authors: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Pages: 1943 - 1953 - A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection(2019)
Authors: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Pages: 2232 - 2239 - A differentiable physics engine for deep learning in robotics(2019)
Authors: Jonas Degrave, Michiel Hermans, Joni Dambre, Francis wyffels, Florian Röhrbein
- A CycleGAN for style transfer between drum and bass subgenres(2019)
Authors: Len Vande Veire, Tijl De Bie, Joni Dambre
Number of pages: 1
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)