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 23 results
- Using artificial intelligence to facilitate communication between deaf and hearing peopleFrom1 Nov 2020 → TodayFunding: FWO Strategic Basic Research Grant
- From more to less: getting the best out of deep learning with constrained resources.From1 Nov 2019 → TodayFunding: FWO Strategic Basic Research Grant
- Wavelength Division Multiplexing in Photonic Reservoir ComputingFrom1 Nov 2019 → TodayFunding: FWO Strategic Basic Research Grant
- Human Brain Project Specific Grant Agreement 2From1 Apr 2018 → 31 Mar 2020Funding: H2020 - Future and Emerging Technologies (FET)
- Hyper-dimensional scalable sensors: the road forward to always-on context-awareness in electronic devices?From1 Jan 2018 → TodayFunding: FWO research project
- Robotic manipulation of deformable objects using deep
reinforcement learning for increased automation in the textile
industryFrom1 Jan 2018 → 31 Dec 2019Funding: FWO Strategic Basic Research Grant
- Ultra-Low-Power Readout for Photonic Neuromorphic ComputingFrom1 Jan 2018 → 31 Dec 2019Funding: FWO Strategic Basic Research Grant
- Run-time adaptive hierarchical neural architectures forrepresentation learning in modular sensor networksFrom1 Oct 2017 → 30 Sep 2019Funding: FWO fellowships
- Low-power all-optical information processing beyond 100 Gbps using neuro-inspired techniquesFrom1 Oct 2017 → TodayFunding: BOF - Doctoral projects
- Human Brain Project Specific Grant Agreement 1From1 Apr 2016 → 31 Mar 2018Funding: H2020 - Food security, sustainable agriculture, marine and maritime research and the bio-economy
Publications
1 - 10 of 129 results
- Sign language recognition with transformer networks(2020)
Authors: Mathieu De Coster, Annemieke 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
Number of pages: 1 - 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 - Conditional BRUNO : a neural process for exchangeable labelled data(2020)
Authors: Iryna Korshunova, Yarin Gal, Arthur Gretton, Joni Dambre
Pages: 305 - 309 - 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 - Leveraging robotics research for children with autism : a review(2019)
Authors: Luthffi Idzhar Bin Ismail, Thibault Verhoeven, Joni Dambre, Francis wyffels
Pages: 389 - 410 - 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 - 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.
Number of pages: 1 - Body randomization reduces the sim-to-real gap for compliant quadruped locomotion(2019)
Authors: Alexander Vandesompele, Gabriel Urbain, Hossain Mahmud, Francis wyffels, Joni Dambre
Number of pages: 1 - Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch(2019)
Authors: Floris Laporte, Joni Dambre, Peter Bienstman
Number of pages: 1