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
41 - 50 of 156
- Silicon photonics for neuromorphic information processing(2018)Volume: 10551
Authors: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan
Pages: 1 - 7 - All-optical reservoir computing on a photonic chip using silicon-based ring resonators(2018)
Authors: Florian Denis Le Courier, Marc Sciamanna, Andrew Katumba, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani
- Numerical demonstration of neuromorphic computing with photonic crystal cavities(2018)
Authors: Floris Laporte, Andrew Katumba, Joni Dambre, Peter Bienstman
Pages: 7955 - 7964 - Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.(2018)
Authors: Patricio Astudillo, Francesco Iannaccone, Peter de Jaegere, Johan Bosmans, Ole De Backer, Matthieu De Beule, Peter Mortier, Joni Dambre
Number of pages: 1 - Beyond temporal pooling : recurrence and temporal convolutions for gesture recognition in video(2018)
Authors: Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre
Pages: 430 - 439 - Silicon photonics neuromorphic computing and its application to telecommunications(2018)
Authors: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Pages: 1 - 3 - Calibration method to improve transfer from simulation to quadruped robots(2018)Volume: 10994
Authors: Gabriel Urbain, Alexander Vandesompele, Francis wyffels, Joni Dambre, Poramate Manoonpong, Jørgen Christian Larsen, Xiaofeng Xiong, John Hallam, Jochen Triesch
Pages: 102 - 113 - Neuromorphic computing based on silicon photonics and reservoir computing(2018)
Authors: Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman
Pages: 1 - 10 - Improving time series prediction with ensembles of integrated photonic reservoirs(2018)
Authors: Matthias Freiberger, Peter Bienstman, Joni Dambre
Pages: 1 - 2 - Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip(2018)Volume: 10689
Authors: Florian Denis-le Coarer, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani, Andrew Katumba, Marc Sciamanna, Peter Bienstman
Pages: 1 - 9
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)