publications
Most recent publications of AIRO members.
2022
- Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiverIn European Conference on Optical Communication (ECOC 2022) 2022
- BeCoS Corpus: Belgian Covid-19 Sign Language Corpus. A Corpus for Training Sign Language Recognition and TranslationComputational Linguistics in the Netherlands Journal 2022
- A corpus for training sign language recognition and translation : the Belgian federal COVID-19 video corpusIn Computational Linguistics in the Netherlands (CLIN 32), Abstracts 2022
- Progress, challenges and innovations of the SignON projectIn Computational Linguistics in the Netherlands (CLIN 32), Abstracts 2022
- Attention analysis of a sign language recognition task on the AUTSL datasetIn Computational Linguistics in the Netherlands (CLIN 32), Abstracts 2022
2021
- Analyzing coding behaviour of novice programmers in different instructional settings : creating vs. debuggingIn 2020 International Conference on Computational Science and Computational Intelligence (CSCI) 2021
- Unsupervised functional analysis of graphical programs for physical computingIn 2020 International Conference on Computational Science and Computational Intelligence (CSCI) 2021
- Robots in education : an introduction to high-tech social agents, intelligent tutors, and curricular tools2021
- Silicon photonics for brain-inspired neuromorphic information processingIn 1st workshop on neuromorphic photonics, Abstracts 2021
- Reservoir computing for high-speed photonic information processing (invited)In Photonics in Switching and Computing, Abstracts 2021
- Photonic reservoir computing for high-speed neuromorphic computing applicationsIn 2021 Summer Topicals Meetings Series, Abstracts 2021
- The SignON project : a sign language translation frameworkIn Computational Linguistics in the Netherlands (CLIN 31), Abstracts 2021
- Photonic neuromorphic computing using silicon chipsIn bePOM - Belgian Photonics Online Meetup, Abstracts 2021
2020
- Pyglmnet : Python implementation of elastic-net regularized generalized linear modelsJOURNAL OF OPEN SOURCE SOFTWARE 2020
- HRI’20 : Proceedings of the 2020 ACM/IEEE International Conference on Human-Robot Interaction2020
- Improvement of child-robot interaction for children diagnosed with cognitive impairments2020
- Development of a quantitative comparison tool for plant modelsIn FSPM2020: Towards Computable Plants; 9th International Conference on Functional-structural Plant Models 2020
- Self-organized dynamic attractors in recurrent neural networksIn ESANN 2020, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceediings 2020
- PyTorch-Hebbian : facilitating local learning in a deep learning frameworkIn NeurIPS 2020 Beyond backpropagation Workshop 2020
2019
- Leveraging robotics research for children with autism : a reviewINTERNATIONAL JOURNAL OF SOCIAL ROBOTICS 2019
- Design of a bio-inspired compliant quadruped robot for research on closed-loop locomotion controlIn 2nd HBP student conference : transdisciplinary research linking neuroscience, brain medicine and computer science : book of abstracts 2019
- Second language tutoring using social robots : L2TOR-the movieIn HRI ’19: 2019 14TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION 2019
- From leaf to label : a robust automated workflow for stomata detectionIn BIODIVERSITY INFORMATION SCIENCE AND STANDARDS 2019
- Robot-enhanced therapy developing and validating a supervised autonomous robotic system for autism spectrum disorders therapyIEEE ROBOTICS & AUTOMATION MAGAZINE 2019
- Should beat gestures be learned or designed? A benchmarking user studyIn ICDL-EPIROB 2019 : workshop on naturalistic non-verbal and affective human-robot interactions, Proceedings 2019
- Closed loop control of a compliant quadruped with spiking neural networksIn Biologically inspired cognitive architectures 2019 2019
- Towards safe and efficient pre-operative planning of transcatheter mitral valve interventionsMORPHOLOGIE 2019
- Classification of aortic valve morphology using a three-dimensional convolutional neural networkIn PCR London Valves, Abstracts 2019
- Neuromorphic information processing using silicon photonicsIn Active Photonic Platforms XI 2019
- Non-linear signal equalisation using silicon photonic reservoir computingIn ECOC Machine Learning Workshop 2019, Abstracts 2019
- Silicon photonics reservoir computing at 32 Gbit/sIn 2019 Workshop on Dynamical Systems and Brain-Inspired Information Processing, Abstracts 2019
2018
- Towards improved design and evaluation of epileptic seizure predictorsIEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2018
- Robot enhanced therapy for children with autism (DREAM) : a social model of autismIEEE TECHNOLOGY AND SOCIETY MAGAZINE 2018
- Social assistive robot for cardiac rehabilitationIn HRI ’18 Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction 2018
- Guidelines for designing social robots as second language tutorsINTERNATIONAL JOURNAL OF SOCIAL ROBOTICS 2018
- Low-loss photonic reservoir computing with multimode photonic integrated circuitsSCIENTIFIC REPORTS 2018
- Numerical demonstration of neuromorphic computing with photonic crystal cavitiesOPTICS EXPRESS 2018
- Neuromorphic computing based on silicon photonics and reservoir computingIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS 2018
- Silicon photonics neuromorphic computing and its application to telecommunicationsIn 44th European Conference on Optical Communication 2018
- Solis : a smart interactive system for houseplants caringIn 2018 INTERNATIONAL CONFERENCE ON ORANGE TECHNOLOGIES (ICOT) 2018
- Teaching computing in primary school : create or fix?In WIPSCE’18: PROCEEDINGS OF THE 13TH WORKSHOP IN PRIMARY AND SECONDARY COMPUTING EDUCATION 2018
- Explaining character-aware neural networks for word-level prediction : do they discover linguistic rules?2018
- Integrated dielectric scatterers for speeding up classification of cell diffraction patternsIn 2018 20TH ANNIVERSARY INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON) 2018
- Improving time series prediction with ensembles of integrated photonic reservoirsIn Cognitive Computing 2018 : meeting abstracts 2018
- Using a robot peer to encourage the production of spatial concepts in a second languageIn HAI’18: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON HUMAN-AGENT INTERACTION 2018
- Robots in the classroom : learning to be a good tutorIn 4th Workshop on Robots for Learning - Inclusive Learning, HRI 2018, Proceedings 2018
- An enhanced architecture for silicon photonic reservoir computingIn Cognitive Computing 2018 - Merging Concepts with Hardware 2018
- Neuromorphic computing with signal-mixing cavitiesIn 2018 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC) 2018
- Towards automated TAVI device size selection using artificial intelligenceIn 5th European Congress on eCardiology and eHealth, Abstracts 2018
- Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.In Advanced Techniques and Therapies in Cardiovascular Care, ATTICC 2018, abstracts 2018
- Photonic reservoir computing using silicon chipsIn European Nanoelectronics Applications, Design & Technology Conference (ADTC 2018), Abstracts 2018
- Accurate eye center localization via hierarchical adaptive convolutionIn Proceedings of the 29th British Machine Vision Conference 2018
2017
- How to build a supervised autonomous system for robot-enhanced therapy for children with autism spectrum disorderPALADYN : JOURNAL OF BEHAVIORAL ROBOTICS 2017
- Robot education peers in a situated primary school study : personalisation promotes child learningPLOS ONE 2017
- Nonverbal immediacy as a characterisation of social behaviour for human–robot interactionINTERNATIONAL JOURNAL OF SOCIAL ROBOTICS 2017
- Supervised autonomy for online learning in human-robot interactionPATTERN RECOGNITION LETTERS 2017
- GECO : the development of a wall-climbing robotIn Proceedings of CLAWAR 2017 : 20th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines 2017
- Fast face-swap using convolutional neural networksIn 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) 2017
- Implementation and evaluation of a simulator and debugger for physical computing environments2017
- Gesture and sign language recognition with temporal residual networksIn 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017) 2017
- Integrated pillar scatterers for speeding up classification of cell hologramsOPTICS EXPRESS 2017
- Building scalable integrated silicon photonics reservoirs for signal processingIn Frontiers in Optics 2017 2017
- Novel photonic reservoir computing architecturesIn Workshop on Dynamical systems and Brain-Inspired Information Processing 2017
- Photonic reservoir computing using a small network of micro-ring resonatorsIn Workshop on Dynamical systems and Brain-Inspired Information Processing 2017
- Integrated-photonics implementation of reservoir computing neural networksIn Workshop Machine Learning @ ECOC 2017 2017
- Reservoir computing on an active silicon photonics chip using nonlinear microring resonatorsIn XXXVII Dynamic Days Europe 2017
- Passive integrated photonics reservoir computing with on-chip readout for telecommunication applicationsIn Dynamical Systems and Brain-Inspired Computing Conference 2017
- Integrated photonic pillar scatterers for speeding up classification of cell hologramsIn Dynamical Systems and Brain-Inspired Computing Conference 2017
- Continuous multi-modal interaction causes human-robot alignmentIn Proceedings of the 5th International Conference on Human Agent Interaction (HAI17) 2017
- Header recognition with signal-mixing cavitiesIn Workshop on Dynamical Systems and Brain Inspired Computing 2017
- Reservoir computing with signal-mixing cavitiesIn 2017 19TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON) 2017
- Reservoir computing with nonlinear microIn 2017 International Symposium on Nonlinear Theory and Its Applications, NOLTA2017, Proceedings 2017
- Reservoir computing with nonlinear micro-resonators on a silicon photonics chipIn 2017 International Symposium on Nonlinear Theory and Its Applications, NOLTA2017, Proceedings 2017
2016
- Fast particle characterization using digital holography and neural networksAPPLIED OPTICS 2016
- Identifying and removing micro-drift in ground-based electromagnetic induction dataJOURNAL OF APPLIED GEOPHYSICS 2016
- Automatic architectural style detection using one-class support vector machines and graph kernelsAUTOMATION IN CONSTRUCTION 2016
- Innovative design of a hexapod scorpion through digital production techniquesIn 19th International Conference on Climbing and Walking Robots and Support Technologies for Mobile Machines 2016
- Review of semantic-free utterances in social human-robot interaction (vol 32, pg 63, 2016)2016
- An integrated photonics reservoir computing approach to signal equalization for telecommunicationsIn 2016 18TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON) 2016
- Using deep learning to estimate systolic and diastolic volumes from MRI-imagesIn BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning 2016
- Hierarchical reinforcement learning as creative problem solvingROBOTICS AND AUTONOMOUS SYSTEMS 2016
- Towards long-term social child-robot interaction : using multi-activity switching to engage young usersJOURNAL OF HUMAN-ROBOT INTERACTION 2016
- Embodied Language Learning and Cognitive Bootstrapping : Methods and Design PrinciplesINTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS 2016
- Social Development of Artificial CognitionTOWARD ROBOTIC SOCIALLY BELIEVABLE BEHAVING SYSTEMS-VOLUME I 2016
- The Effect of Repeating Tasks on Performance Levels in Mediated Child-Robot Interactions2016