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
31 - 40 of 156
- Training passive photonic reservoirs with integrated optical readout(2019)
Authors: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Pages: 1943 - 1953 - Leveraging robotics research for children with autism : a review(2019)
Authors: Luthffi Idzhar Bin Ismail, Thibault Verhoeven, Joni Dambre, Francis wyffels
Pages: 389 - 410 - Closed loop control of a compliant quadruped with spiking neural networks(2019)Volume: 948
Authors: Alexander Vandesompele, Gabriel Urbain, Francis wyffels, Joni Dambre, Alexei V. Samsonovich
Pages: 547 - 555 - Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped(2019)
Authors: Alexander Vandesompele, Gabriel Urbain, Francis wyffels, Joni Dambre
Pages: 317 - 323 - 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 CycleGAN for style transfer between drum and bass subgenres(2019)
Authors: Len Vande Veire, Tijl De Bie, Joni Dambre
Number of pages: 1 - A differentiable physics engine for deep learning in robotics(2019)
Authors: Jonas Degrave, Michiel Hermans, Joni Dambre, Francis wyffels, Florian Röhrbein
- A power-efficient architecture for on-chip reservoir computing(2019)Volume: 11731
Authors: Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman, Igor V. Tetko, Vera Kurková, Pavel Karpov, Fabian Theis
Pages: 161 - 164 - Design of a bio-inspired compliant quadruped robot for research on closed-loop locomotion control(2019)
Authors: Gabriel Urbain, Alexander Vandesompele, Francis wyffels, Joni Dambre, Andrea Santuy
Pages: 68 - 69 - Low-loss photonic reservoir computing with multimode photonic integrated circuits(2018)
Authors: Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman
Pages: 1 - 10
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)