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Researcher
Joni Dambre
Profile
Projects
Publications
Activities
Awards & Distinctions
264
Results
2024
A photonics perspective on computing with physical substrates
S. Abreu
I. Boikov
M. Goldmann
T. Jonuzi
A. Lupo
Sarah Masaad
L. Nguyen
E. Picco
G. Pourcel
A. Skalli
et al.
A2
Journal Article
in
REVIEWS IN PHYSICS
2024
Exploiting signal propagation delays to match task memory requirements in reservoir computing
Stefan-Teodor Iacob
Joni Dambre
A1
Journal Article
in
BIOMIMETICS
2024
Machine translation from signed to spoken languages : state of the art and challenges
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
A1
Journal Article
in
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2024
Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
Correction
2024
Neural sign language recognition and translation : towards sign language applications powered by artificial intelligence
Mathieu De Coster
Joni Dambre
Mieke Van Herreweghe
Dissertation
2024
Sign Languages as Source Language for Machine Translation: Historical Overview and Challenges
Joni Dambre
Mathieu De Coster
Bookchapter
in
Machine Translation: Technologies and Applications
2024
The wavelength dimension in photonic reservoir computing
Emmanuel Gooskens
Peter Bienstman
Joni Dambre
Dissertation
2024
2023
A bio-inspired model for audio processing
Tanguy Cazalets
Joni Dambre
C1
Conference
2023
An homeostatic activity-dependent structural plasticity algorithm for richer input combination
Tanguy Cazalets
Joni Dambre
P1
Conference
2023
Delay-sensitive local plasticity in echo state networks
Stefan-Teodor Iacob
Spyridon Chavlis
Panayiota Poirazi
Joni Dambre
P1
Conference
2023
Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths
Emmanuel Gooskens
Stijn Sackesyn
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2023
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression
Muhammed Gouda Ahmed Gouda
Alessio Lugnan
Joni Dambre
Gerd van den Branden
Christoph Posch
Peter Bienstman
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
2023
Integrated photonic reservoir computing with an all-optical readout
Chonghuai Ma
Joris Van Kerrebrouck
Hong Deng
Stijn Sackesyn
Emmanuel Gooskens
Bing Bai
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2023
Learned thresholds token merging and pruning for vision transformers
Maxim Bonnaerens
Joni Dambre
A2
Journal Article
in
TRANSACTIONS ON MACHINE LEARNING RESEARCH
2023
Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver
Sarah Masaad
Emmanuel Gooskens
Stijn Sackesyn
Joni Dambre
Peter Bienstman
A1
Journal Article
in
NANOPHOTONICS
2023
Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation
Emmanuel Gooskens
Stijn Sackesyn
Sarah Masaad
Joni Dambre
Peter Bienstman
P1
Conference
2023
Querying a sign language dictionary with videos using dense vector search
Mathieu De Coster
Joni Dambre
P1
Conference
2023
Resource-efficient deep learning for computer vision
Maxim Bonnaerens
Joni Dambre
Matthias Freiberger
Dissertation
2023
SignON sign language translation : progress and challenges
Vincent Vandeghinste
Dimitar Shterionov
Mirella De Sisto
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Paolo Scipioni
Aditya Parikh
et al.
C1
Conference
2023
Trends and challenges for sign language recognition with machine learning
J. Fink
Mathieu De Coster
Joni Dambre
B. Frénay
C1
Conference
2023
2022
Anchor pruning for object detection
Maxim Bonnaerens
Matthias Freiberger
Joni Dambre
A1
Journal Article
in
COMPUTER VISION AND IMAGE UNDERSTANDING
2022
Attention analysis of a sign language recognition task on the AUTSL dataset
Jeanne Coppin
Mathieu De Coster
Joni Dambre
C3
Conference
2022
BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation
Vincent Vandeghinste
Bob Van Dyck
Mathieu De Coster
Maud Goddefroy
Joni Dambre
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2022
Distance-based delays in echo state networks
Stefan-Teodor Iacob
Matthias Freiberger
Joni Dambre
P1
Conference
2022
Event-based vision for improved classification accuracy in label-free flow cytometry
Muhammed Gouda Ahmed Gouda
Alessio Lugnan
Joni Dambre
Gerd Van den Branden
Christoph Posch
Peter Bienstman
C1
Conference
2022
Hardware-aware mobile building block evaluation for computer vision
Maxim Bonnaerens
Matthias Freiberger
Marian Verhelst
Joni Dambre
A1
Journal Article
in
APPLIED SCIENCES-BASEL
2022
Incorporating long-range interactions and polarization in machine learning potentials with explicit electrons
Maarten Cools-Ceuppens
Toon Verstraelen
Joni Dambre
Dissertation
2022
Learning robotic cloth manipulation
Andreas Verleysen
Francis wyffels
Joni Dambre
Dissertation
2022
Leveraging frozen pretrained written language models for neural sign language translation
Mathieu De Coster
Joni Dambre
A2
Journal Article
in
INFORMATION
2022
Modeling electronic response properties with an explicit-electron machine learning potential
Maarten Cools-Ceuppens
Joni Dambre
Toon Verstraelen
A1
Journal Article
in
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
2022
Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver
Sarah Masaad
Emmanuel Gooskens
Stijn Sackesyn
Joni Dambre
Peter Bienstman
P1
Conference
2022
Progress, challenges and innovations of the SignON project
Vincent Vandeghinste
Mirella De Sisto
Dimitar Shterionov
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Scipioni
Aditya Parikh
et al.
C3
Conference
2022
Sign language translation : ongoing development, challenges and innovations in the SignON project
Dimitar Shterionov
Mirella De Sisto
Vincent Vandeghinste
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Scipioni
Aditya Parikh
et al.
C1
Conference
2022
Wavelength dimension in waveguide-based photonic reservoir computing
Emmanuel Gooskens
Floris Laporte
Chonghuai Ma
Stijn Sackesyn
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2022
2021
Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout
Chonghuai Ma
Floris Laporte
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2021
Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment
Luthffi Idzhar Bin Ismail
Fazah Akhtar Hanapiah
Tony Belpaeme
Joni Dambre
Francis wyffels
A1
Journal Article
in
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS
2021
Biologically inspired locomotion of compliant robots
Gabriel Urbain
Francis wyffels
Joni Dambre
Dissertation
2021
Comparing different nonlinearities in readout systems for optical neuromorphic computing networks
Chonghuai Ma
Joris Lambrecht
Floris Laporte
Xin Yin
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2021
Computing with integrated photonic reservoirs
Joni Dambre
Andrew Katumba
Chonghuai Ma
Stijn Sackesyn
Floris Laporte
Matthias Freiberger
Peter Bienstman
Bookchapter
in
Reservoir computing : theory, physical implementations, and applications
2021
Effect of compliance on morphological control of dynamic locomotion with HyQ
Gabriel Urbain
Victor Barasuol
Claudio Semini
Joni Dambre
Francis wyffels
A1
Journal Article
in
AUTONOMOUS ROBOTS
2021
Experimental demonstration of nonlinear fibre distortion compensation with integrated photonic reservoir computing
Stijn Sackesyn
Chonghuai Ma
Joni Dambre
Peter Bienstman
P1
Conference
2021
Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation
Stijn Sackesyn
Chonghuai Ma
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2021
Frozen pretrained transformers for neural sign language translation
Mathieu De Coster
Karel D'Oosterlinck
Marija Pizurica
Paloma Rabaey
Severine Verlinden
Mieke Van Herreweghe
Joni Dambre
C1
Conference
2021
Isolated sign recognition from RGB video using pose flow and self-attention
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2021
Photonic neuromorphic computing using silicon chips
Peter Bienstman
Joni Dambre
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
Muhammed Gouda Ahmed Gouda
Sarah Masaad
C3
Conference
2021
Photonic neuromorphic computing using silicon chips
Peter Bienstman
Joni Dambre
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
Muhammed Gouda Ahmed Gouda
Sarah Masaad
C3
Conference
2021
Photonic reservoir computing for high-speed neuromorphic computing applications
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
Muhammed Gouda Ahmed Gouda
Sarah Masaad
Joni Dambre
Peter Bienstman
C3
Conference
2021
Photonics-based machine learning to speed up and simplify label-free flow cytometry
Alessio Lugnan
Peter Bienstman
Joni Dambre
Dissertation
2021
Reservoir computing for high-speed photonic information processing (invited)
Peter Bienstman
Joni Dambre
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
Muhammed Gouda Ahmed Gouda
Sarah Masaad
C3
Conference
2021
Silicon photonics for brain-inspired neuromorphic information processing
Peter Bienstman
Joni Dambre
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
Muhammed Gouda Ahmed Gouda
Sarah Masaad
C3
Conference
2021
Simulating self-learning in photorefractive optical reservoir computers
Floris Laporte
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2021
The SignON project : a sign language translation framework
Dimitar Shterionov
Vincent Vandeghinste
Horacio Saggion
Josep Blat
Mathieu De Coster
Joni Dambre
Henk van den Heuvel
Irene Murtagh
Lorraine Leeson
Ineke Schuurman
C3
Conference
2021
cREAtIve : reconfigurable embedded artificial intelligence
Poona Bahrebar
Leon Denis
Maxim Bonnaerens
Kristof Coddens
Joni Dambre
Wouter Favoreel
Illia Khvastunov
Adrian Munteanu
Hung Nguyen-Duc
Stefan Schulte
et al.
P1
Conference
2021
2020
A training algorithm for networks of high-variability reservoirs
Matthias Freiberger
Peter Bienstman
Joni Dambre
A1
Journal Article
in
SCIENTIFIC REPORTS
2020
Automatic detection of the aortic annular plane and coronary ostia from multidetector computed tomography
Patricio Astudillo
Peter Mortier
Johan Bosmans
Ole De Backer
Peter de Jaegere
Francesco Iannaccone
Matthieu De Beule
Joni Dambre
A1
Journal Article
in
JOURNAL OF INTERVENTIONAL CARDIOLOGY
2020
BRUNO : exchangeable deep learning models of predictive distributions
Iryna Korshunova
Joni Dambre
A. Gretton
Dissertation
2020
Cardiovascular medical image analysis with deep learning
Patricio Astudillo
Joni Dambre
Peter Mortier
Dissertation
2020
Conditional BRUNO : a neural process for exchangeable labelled data
Iryna Korshunova
Yarin Gal
Arthur Gretton
Joni Dambre
A1
Journal Article
in
NEUROCOMPUTING
2020
Dendritic computation in a point neuron model
Alexander Vandesompele
Francis wyffels
Joni Dambre
P1
Conference
2020
Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs
Matthias Freiberger
Stijn Sackesyn
Chonghuai Ma
Andrew Katumba
Peter Bienstman
Joni Dambre
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
2020
Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry
Alessio Lugnan
Emmanuel Gooskens
Jeremy Vatin
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2020
Novel architectures for brain-inspired photonic computers
Floris Laporte
Peter Bienstman
Joni Dambre
Dissertation
2020
Photonic neuromorphic information processing and reservoir computing
Alessio Lugnan
Andrew Katumba
Floris Laporte
Matthias Freiberger
Stijn Sackesyn
C. Ma
Emmanuel Gooskens
Joni Dambre
Peter Bienstman
A1
Journal Article
in
APL PHOTONICS
2020
Photonic reservoir computing
Floris Laporte
Andrew Katumba
Matthias Freiberger
Chonghuai Ma
Stijn Sackesyn
Emmanuel Gooskens
Alessio Lugnan
Joni Dambre
Peter Bienstman
C3
Conference
2020
PyTorch-Hebbian : facilitating local learning in a deep learning framework
Jules Talloen
Alexander Vandesompele
Joni Dambre
C3
Conference
2020
Scaling up integrated photonic reservoirs towards low-power high-bandwidth computing
Matthias Freiberger
Joni Dambre
Peter Bienstman
Dissertation
2020
Self-organized dynamic attractors in recurrent neural networks
Benedikt Vettelschoss
Matthias Freiberger
Joni Dambre
C1
Conference
2020
Sign language recognition with transformer networks
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2020
Stance control inspired by cerebellum stabilizes reflex-based locomotion on HyQ robot
Gabriel Urbain
Victor Barasuol
Claudio Semini
Joni Dambre
Francis wyffels
P1
Conference
2020
2019
A CycleGAN for style transfer between drum and bass subgenres
Len Vande Veire
Tijl De Bie
Joni Dambre
C1
Conference
2019
A differentiable physics engine for deep learning in robotics
Jonas Degrave
Michiel Hermans
Joni Dambre
Francis wyffels
A1
Journal Article
in
FRONTIERS IN NEUROROBOTICS
2019
A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection
Andrew Katumba
Xin Yin
Joni Dambre
Peter Bienstman
A1
Journal Article
in
JOURNAL OF LIGHTWAVE TECHNOLOGY
2019
A power-efficient architecture for on-chip reservoir computing
Stijn Sackesyn
Chonghuai Ma
Andrew Katumba
Joni Dambre
Peter Bienstman
P1
Conference
2019
All-optical readout for integrated photonic reservoir computing
Chonghuai Ma
Stijn Sackesyn
Joni Dambre
Peter Bienstman
C1
Conference
2019
Body randomization reduces the sim-to-real gap for compliant quadruped locomotion
Alexander Vandesompele
Gabriel Urbain
Hossain Mahmud
Francis wyffels
Joni Dambre
A1
Journal Article
in
FRONTIERS IN NEUROROBOTICS
2019
Classification of aortic valve morphology using a three-dimensional convolutional neural network
Cameron Dowling
Patricio Astudillo
Stephen Brecker
Matthieu De Beule
Peter Mortier
Joni Dambre
C3
Conference
2019
Closed loop control of a compliant quadruped with spiking neural networks
Alexander Vandesompele
Gabriel Urbain
Francis wyffels
Joni Dambre
C1
Conference
2019
Combining evolutionary and adaptive control strategies for quadruped robotic locomotion
Elisa Massi
Lorenzo Vannucci
Ugo Albanese
Marie Claire Capolei
Alexander Vandesompele
Gabriel Urbain
Angelo Maria Sabatini
Joni Dambre
Cecilia Laschi
Silvia Tolu
et al.
A1
Journal Article
in
FRONTIERS IN NEUROROBOTICS
2019
Conditional BRUNO : a neural process for exchangeable labelled data
Iryna Korshunova
Yarin Gal
Arthur Gretton
Joni Dambre
C1
Conference
2019
Design of a bio-inspired compliant quadruped robot for research on closed-loop locomotion control
Gabriel Urbain
Alexander Vandesompele
Francis wyffels
Joni Dambre
C3
Conference
2019
Enabling automated device size selection for transcatheter aortic valve implantation
Patricio Astudillo
Peter Mortier
Johan Bosmans
Ole De Backer
Peter De Jaegere
Matthieu De Beule
Joni Dambre
A1
Journal Article
in
JOURNAL OF INTERVENTIONAL CARDIOLOGY
2019
Energy-efficient photonic neuromorphic computing for telecommunication applications
Andrew Katumba
Peter Bienstman
Joni Dambre
Dissertation
2019
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Floris Laporte
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2019
Information processing and computation with photonic reservoir systems
Joni Dambre
Bookchapter
in
Photonic reservoir computing : optical recurrent neural networks
2019
Leveraging robotics research for children with autism : a review
Luthffi Idzhar Bin Ismail
Thibault Verhoeven
Joni Dambre
Francis wyffels
A1
Journal Article
in
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS
2019
Leveraging deep learning for eye contact analysis in child-robot interaction
Luthffi Idzhar Bin Ismail
Fazah Akhtar Hanapiah
Joni Dambre
Tony Belpaeme
Francis wyffels
C3
Conference
2019
Neuromorphic information processing using silicon photonics
Peter Bienstman
Joni Dambre
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
C1
Conference
2019
Non-linear signal equalisation using silicon photonic reservoir computing
Peter Bienstman
Joni Dambre
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
C3
Conference
2019
Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch
Floris Laporte
Joni Dambre
Peter Bienstman
C1
Conference
2019
Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped
Alexander Vandesompele
Gabriel Urbain
Francis wyffels
Joni Dambre
A1
Journal Article
in
COGNITIVE SYSTEMS RESEARCH
2019
Silicon photonics reservoir computing at 32 Gbit/s
Peter Bienstman
Joni Dambre
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Emmanuel Gooskens
C3
Conference
2019
Towards automatic sign language corpus annotation using deep learning
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
C3
Conference
2019
Towards safe and efficient pre-operative planning of transcatheter mitral valve interventions
Patricio Astudillo
Matthieu De Beule
Joni Dambre
Peter Mortier
A2
Journal Article
in
MORPHOLOGIE
2019
Training passive photonic reservoirs with integrated optical readout
Matthias Freiberger
Andrew Katumba
Peter Bienstman
Joni Dambre
A1
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2019
Verbetering en interpretatie van neurale netwerken voor voorspellingsopdrachten op woordniveau in natuurlijketaalverwerking
Fréderic Godin
Wesley De Neve
Joni Dambre
Dissertation
2019
2018
All-optical reservoir computing on a photonic chip using silicon-based ring resonators
Florian Denis Le Courier
Marc Sciamanna
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
Damien Rontani
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
2018
An enhanced architecture for silicon photonic reservoir computing
Stijn Sackesyn
Chonghuai Ma
Joni Dambre
Peter Bienstman
C3
Conference
2018
Automated diagnosis of temporal lobe epilepsy in the absence of interictal spikes
Thibault Verhoeven
Ana Coito
Gijs Plomp
Aljoscha Thomschewski
Francesca Pittau
Eugen Trinka
Roland Wiest
Karl Schaller
Christoph Michel
Margitta Seeck
et al.
A1
Journal Article
in
NEUROIMAGE-CLINICAL
2018
BRUNO : a deep recurrent model for exchangeable data
Iryna Korshunova
Jonas Degrave
Ferenc Huszar
Yarin Gal
Arthur Gretton
Joni Dambre
P1
Conference
2018
Beyond temporal pooling : recurrence and temporal convolutions for gesture recognition in video
Lionel Pigou
Aäron van den Oord
Sander Dieleman
Mieke Van Herreweghe
Joni Dambre
A1
Journal Article
in
INTERNATIONAL JOURNAL OF COMPUTER VISION
2018
Calibration method to improve transfer from simulation to quadruped robots
Gabriel Urbain
Alexander Vandesompele
Francis wyffels
Joni Dambre
P1
Conference
2018
Detection of the aortic annular plane and coronary ostia from MDCT using deep learning techniques.
Patricio Astudillo
Francesco Iannaccone
Peter de Jaegere
Johan Bosmans
Ole De Backer
Matthieu De Beule
Peter Mortier
Joni Dambre
C3
Conference
2018
Dual Rectified Linear Units (DReLUs) : a replacement for tanh activation functions in quasi-recurrent neural networks
Fréderic Godin
Jonas Degrave
Joni Dambre
Wesley De Neve
A1
Journal Article
in
PATTERN RECOGNITION LETTERS
2018
Explaining character-aware neural networks for word-level prediction : do they discover linguistic rules?
Fréderic Godin
Kris Demuynck
Joni Dambre
Wesley De Neve
Thomas Demeester
C1
Conference
2018
Gesture and sign language recognition with deep learning
Lionel Pigou
Joni Dambre
Mieke Van Herreweghe
Dissertation
2018
Improving time series prediction with ensembles of integrated photonic reservoirs
Matthias Freiberger
Peter Bienstman
Joni Dambre
C3
Conference
2018
Incorporating prior knowledge into deep neural network controllers of legged robots
Jonas Degrave
Francis wyffels
Joni Dambre
Dissertation
2018
Integrated dielectric scatterers for fast optical classification of biological cells
Alessio Lugnan
Joni Dambre
Peter Bienstman
P1
Conference
2018
Integrated dielectric scatterers for speeding up classification of cell diffraction patterns
Alessio Lugnan
Joni Dambre
Peter Bienstman
P1
Conference
2018
Kraken: a Modifiable Compliant Robot
Natan Doms
Joni Dambre
Francis wyffels
C3
Conference
2018
Low-loss photonic reservoir computing with multimode photonic integrated circuits
Andrew Katumba
Jelle Heyvaert
Bendix Schneider
Sarah Uvin
Joni Dambre
Peter Bienstman
A1
Journal Article
in
SCIENTIFIC REPORTS
2018
Neuromorphic computing based on silicon photonics and reservoir computing
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
Stijn Sackesyn
Chonghuai Ma
Joni Dambre
Peter Bienstman
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
2018
Neuromorphic computing with signal-mixing cavities
Floris Laporte
Joni Dambre
Peter Bienstman
P1
Conference
2018
Numerical demonstration of neuromorphic computing with photonic crystal cavities
Floris Laporte
Andrew Katumba
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2018
Photonic reservoir computing using silicon chips
Kristof Vandoorne
Pauline Mechet
Martin Fiers
Thomas Van Vaerenbergh
Bendix Schneider
Andrew Katumba
Floris Laporte
David Verstraeten
benjamin Schrauwen
Joni Dambre
et al.
C3
Conference
2018
Photonic reservoir computing: a brain-inspired approach for information processing (invited paper)
Peter Bienstman
Joni Dambre
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
P1
Conference
2018
Silicon photonics for neuromorphic information processing
Peter Bienstman
Joni Dambre
Andrew Katumba
Matthias Freiberger
Floris Laporte
Alessio Lugnan
P1
Conference
2018
Silicon photonics neuromorphic computing and its application to telecommunications
Andrew Katumba
Xin Yin
Joni Dambre
Peter Bienstman
C1
Conference
2018
Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip
Florian Denis-le Coarer
Matthias Freiberger
Joni Dambre
Peter Bienstman
Damien Rontani
Andrew Katumba
Marc Sciamanna
P1
Conference
2018
Towards automated TAVI device size selection using artificial intelligence
Patricio Astudillo
Peter Mortier
Matthieu De Beule
Johan Bosmans
Ole De Backer
Peter de Jaegere
Joni Dambre
C3
Conference
2018
Towards improved design and evaluation of epileptic seizure predictors
Iryna Korshunova
Pieter-Jan Kindermans
Jonas Degrave
Thibault Verhoeven
Benjamin Brinkmann
Joni Dambre
A1
Journal Article
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2018
2017
A multiple-input strategy to efficient integrated photonic reservoir computing
Andrew Katumba
Matthias Freiberger
Peter Bienstman
Joni Dambre
A1
Journal Article
in
COGNITIVE COMPUTATION
2017
Brain-computer interfaces with machine learning : a symbiotic approach
Thibault Verhoeven
Joni Dambre
Pieter-Jan Kindermans
Pieter van Mierlo
Dissertation
2017
Building scalable integrated silicon photonics reservoirs for signal processing
Andrew Katumba
Matthias Freiberger
Jelle Heyvaert
Joni Dambre
Peter Bienstman
C1
Conference
2017
Fast face-swap using convolutional neural networks
Iryna Korshunova
Wenzhe Shi
Joni Dambre
Lucas Theis
P1
Conference
2017
Gesture and sign language recognition with temporal residual networks
Lionel Pigou
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2017
Header recognition with signal-mixing cavities
Floris Laporte
Joni Dambre
Peter Bienstman
C3
Conference
2017
Improving language modeling using densely connected recurrent neural networks
Fréderic Godin
Joni Dambre
Wesley De Neve
C1
Conference
2017
Integrated photonic pillar scatterers for speeding up classification of cell holograms
Alessio Lugnan
Joni Dambre
Peter Bienstman
C3
Conference
2017
Integrated pillar scatterers for speeding up classification of cell holograms
Alessio Lugnan
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2017
Integrated-photonics implementation of reservoir computing neural networks
Andrew Katumba
Floris Laporte
Alessio Lugnan
Joni Dambre
Peter Bienstman
C3
Conference
2017
Morphological properties of mass-spring networks for optimal locomotion learning
Gabriel Urbain
Jonas Degrave
Benonie Carette
Joni Dambre
Francis wyffels
A1
Journal Article
in
FRONTIERS IN NEUROROBOTICS
2017
Novel photonic reservoir computing architectures
Floris Laporte
Alessio Lugnan
Joni Dambre
Peter Bienstman
C3
Conference
2017
On-chip passive photonic reservoir computing with integrated optical readout
Matthias Freiberger
Andrew Katumba
Peter Bienstman
Joni Dambre
P1
Conference
2017
Passive integrated photonics reservoir computing with on-chip readout for telecommunication applications
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
C3
Conference
2017
Photonic reservoir computing using a small network of micro-ring resonators
D. Rontani
F. Denis
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
M. Sciamanna
C3
Conference
2017
Quadruped Robots Benefit from Compliant Leg Designs
Brecht Willems
Jonas Degrave
Joni Dambre
Francis wyffels
C3
Conference
2017
Reservoir computing on an active silicon photonics chip using nonlinear microring resonators
F. Denis-le Coarer
D. Rontani
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
M. Sciamanna
C3
Conference
2017
Reservoir computing with nonlinear micro
Damien Rontani
Florian Denis-Le Coarer
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
Marc Sciamanna
C1
Conference
2017
Reservoir computing with nonlinear micro-resonators on a silicon photonics chip
Damien Rontani
Florian Denis-Le Coarer
Andrew Katumba
Matthias Freiberger
Joni Dambre
Peter Bienstman
Marc Sciamanna
C1
Conference
2017
Reservoir computing with signal-mixing cavities
Floris Laporte
Joni Dambre
Peter Bienstman
P1
Conference
2017
2016
An integrated photonics reservoir computing approach to signal equalization for telecommunications
Andrew Katumba
Bendix Schneider
Joni Dambre
Peter Bienstman
P1
Conference
2016
Automatic diagnosis of temporal lobe epilepsy and its lateralization using EEG-based directed functional connectivity
Thibault Verhoeven
Ana Coito
Pieter van Mierlo
Margitta Seeck
Christoph Michel
Gijs Plomp
Joni Dambre
Serge Vulliemoz
C3
Conference
2016
Deep dynamic neural networks for multimodal gesture segmentation and recognition
Di Wu
Lionel Pigou
Pieter-Jan Kindermans
Nam LE
Ling Shao
Joni Dambre
Jean-Marc Odobez
A1
Journal Article
in
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2016
Fast particle characterization using digital holography and neural networks
Bendix Schneider
Joni Dambre
Peter Bienstman
A1
Journal Article
in
APPLIED OPTICS
2016
Learning feature hierarchies for musical audio signals
Sander Dieleman
Joni Dambre
Benjamin Schrauwen
Dissertation
2016
Photorefractive crystals as brain-inspired photonic reservoir computing systems
Floris Laporte
Joni Dambre
Peter Bienstman
C1
Conference
2016
Reducing BCI calibration time with transfer learning: a shrinkage approach
Thibault Verhoeven
Pieter-Jan Kindermans
Stefaan Vandenberghe
Joni Dambre
C1
Conference
2016
Sign classification in sign language Corpora with deep neural networks
Lionel Pigou
Mieke Van Herreweghe
Joni Dambre
C1
Conference
2016
Spatial chirp-Z transformer networks
Jonas Degrave
Sander Dieleman
Joni Dambre
Francis wyffels
C1
Conference
2016
Using Random Forest for Diagnosis and Lateralization of Temporal Lobe Epilepsy from EEG-based Directed Functional Connectivity
Thibault Verhoeven
Ana Coito
Pieter van Mierlo
Margitta Seeck
Christoph Michel
Gijs Plomp
Joni Dambre
Serge Vulliemoz
C3
Conference
2016
Using deep learning to estimate systolic and diastolic volumes from MRI-images
Jonas Degrave
Jeroen Burms
Iryna Korshunova
Joni Dambre
C3
Conference
2016
Using digital masks to enhance the bandwidth tolerance and improve the performance of on-chip reservoir computing systems
Bendix Schneider
Joni Dambre
Peter Bienstman
A1
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2016
2015
A Bayesian Model to Estimate Individual Skull Conductivity for EEG Source Imaging
Thibault Verhoeven
Gregor Strobbe
Pieter van Mierlo
Pieter Buteneers
Stefaan Vandenberghe
Joni Dambre
C3
Conference
2015
A Bayesian model to estimate individual skull conductivity for EEG source imaging
Thibault Verhoeven
Gregor Strobbe
Pieter van Mierlo
Pieter Buteneers
Stefaan Vandenberghe
Joni Dambre
C3
Conference
2015
Deep architectures for feature extraction and generative modeling
Aäron van den Oord
Joni Dambre
Benjamin Schrauwen
Dissertation
2015
Developing an embodied gait on a compliant quadrupedal robot
Jonas Degrave
Ken Caluwaerts
Joni Dambre
Francis wyffels
P1
Conference
2015
Efficient simulation of optical nonlinear cavity circuits
Thomas Van Vaerenbergh
Martin Fiers
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICAL AND QUANTUM ELECTRONICS
2015
Locally-connected transformations for deep GMMs
Aäron van den Oord
Joni Dambre
C3
Conference
2015
Memristor models for machine learning
Juan Pablo Carbajal
Joni Dambre
Michiel Hermans
Benjamin Schrauwen
A1
Journal Article
in
NEURAL COMPUTATION
2015
Neural network for blood cell classification in a holographic microscopy system
Bendix Schneider
G Vanmeerbeeck
R Stahl
L Lagae
Joni Dambre
Peter Bienstman
P1
Conference
2015
Online unsupervised terrain classification for a compliant tensegrity robot using a mixture of echo state networks
Jeroen Burms
Ken Caluwaerts
Joni Dambre
P1
Conference
2015
Optoelectronic systems trained with backpropagation through time
Michiel Hermans
Joni Dambre
Peter Bienstman
A1
Journal Article
in
IEEE Transactions on Neural Networks and Learning Systems
2015
Partially embodied motor control: towards a natural collaboration between body and brain
Joni Dambre
C3
Conference
2015
Photonic delay systems as machine learning implementations
Michiel Hermans
Miguel C. Soriano
Joni Dambre
Peter Bienstman
Ingo Fischer
A1
Journal Article
in
JOURNAL OF MACHINE LEARNING RESEARCH
2015
Photonic reservoir computing approaches to nanoscale computation
Andrew Katumba
Peter Bienstman
Joni Dambre
C1
Conference
2015
Practical approaches to exploiting body dynamics in robot motor control
Joni Dambre
C3
Conference
2015
Reward-modulated Hebbian plasticity as leverage for partially embodied control in compliant robotics
Jeroen Burms
Ken Caluwaerts
Joni Dambre
A1
Journal Article
in
FRONTIERS IN NEUROBOTICS
2015
Rotation-invariant convolutional neural networks for galaxy morphology prediction
Sander Dieleman
Kyle Willett
Joni Dambre
A1
Journal Article
in
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
2015
Towards a symbiotic brain-computer interface: exploring the application-decoder interaction
Thibault Verhoeven
Pieter Buteneers
Roeljan Wiersema
Joni Dambre
PJ Kindermans
A1
Journal Article
in
JOURNAL OF NEURAL ENGINEERING
2015
Trainable hardware for dynamical computing using error backpropagation through physical media
Michiel Hermans
Michaël Burm
Thomas Van Vaerenbergh
Joni Dambre
Peter Bienstman
A1
Journal Article
in
NATURE COMMUNICATIONS
2015
Transfer learning of gaits on a quadrupedal robot
Jonas Degrave
Michaël Burm
Pieter-Jan Kindermans
Joni Dambre
Francis wyffels
A1
Journal Article
in
ADAPTIVE BEHAVIOR
2015
2014
All-optical spiking neurons integrated on a photonic chip
Thomas Van Vaerenbergh
Peter Bienstman
Joni Dambre
Dissertation
2014
An optical delayline based on excitable microrings
Thomas Van Vaerenbergh
Martin Fiers
Joni Dambre
Peter Bienstman
P1
Conference
2014
Automated design of complex dynamic systems
Michiel Hermans
Benjamin Schrauwen
Peter Bienstman
Joni Dambre
A1
Journal Article
in
PLOS ONE
2014
Cascadable excitability in optically injected microdisks
Thomas Van Vaerenbergh
Koen Alexander
Martin Fiers
Pauline Mechet
Joni Dambre
Peter Bienstman
P1
Conference
2014
Experimental demonstration of reservoir computing on a silicon photonics chip
Kristof Vandoorne
Pauline Mechet
Thomas Van Vaerenbergh
Martin Fiers
Geert Morthier
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
A1
Journal Article
in
NATURE COMMUNICATIONS
2014
Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns
Martin Fiers
Thomas Van Vaerenbergh
Francis wyffels
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
A1
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2014
2013
Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response
Koen Alexander
Thomas Van Vaerenbergh
Martin Fiers
Pauline Mechet
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2013
Excitation transfer between optically injected microdisk lasers
Thomas Van Vaerenbergh
Koen Alexander
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2013
Lumped circuit heat model of photonic crystal membrane nanocavities
Thomas Van Vaerenbergh
Joni Dambre
Peter Bienstman
JA Levenson
AM Yacomotti
A1
Journal Article
in
IEEE JOURNAL OF QUANTUM ELECTRONICS
2013
Nanophotonic reservoir computing using photonic crystal cavities
Martin Fiers
Peter Bienstman
Joni Dambre
Dissertation
2013
Optimized parameter search for large datasets of the regularization parameter and feature selection for ridge regression
Pieter Buteneers
Ken Caluwaerts
David Verstraeten
Joni Dambre
Benjamin Schrauwen
A1
Journal Article
in
NEURAL PROCESSING LETTERS
2013
Recent advances in optical reservoir computing
François Duport
Anteo Smerieri
Yvan Paquot
Bendix Schneider
Joni Dambre
Benjamin Schrauwen
Marc Haelterman
Serge Massar
P1
Conference
2013
Towards integrated optical spiking neural networks: delaying spikes on chip
Thomas Van Vaerenbergh
Martin Fiers
Peter Bienstman
Joni Dambre
P1
Conference
2013
Using silicon nanophotonics for digital and analog signal processing with reservoir computing
Peter Bienstman
Kristof Vandoorne
Thomas Van Vaerenbergh
Martin Fiers
Bendix Schneider
Benjamin Schrauwen
Joni Dambre
C3
Conference
2013
Using silicon nanophotonics for digital and analog signal processing with reservoir computing
Peter Bienstman
Kristof Vandoorne
Thomas Van Vaerenbergh
Martin Fiers
Bendix Schneider
Benjamin Schrauwen
Joni Dambre
C3
Conference
2013
2012
CAPHE: time-domain and frequency-domain modeling of nonlinear optical components
Martin Fiers
Thomas Van Vaerenbergh
Joni Dambre
Peter Bienstman
C1
Conference
2012
Cascadable excitability in microrings
Thomas Van Vaerenbergh
Martin Fiers
Pauline Mechet
Thijs Spuesens
Rajesh Kumar
Geert Morthier
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
A1
Journal Article
in
OPTICS EXPRESS
2012
Characterization of cascadable excitability in a silicon-on-insulator microring
Thomas Van Vaerenbergh
Martin Fiers
Pauline Mechet
Thijs Spuesens
Rajesh Kumar
Geert Morthier
Kristof Vandoorne
Bendix Schneider
Benjamin Schrauwen
Joni Dambre
et al.
C1
Conference
2012
Computing using delayed feedback systems: towards photonics
L Appeltant
MC Soriano
G Van der Sande
J Danckaert
S Massar
Joni Dambre
Benjamin Schrauwen
CR Mirasso
I Fischer
P1
Conference
2012
Information processing capacity of dynamical systems
Joni Dambre
David Verstraeten
Benjamin Schrauwen
Serge Massar
A1
Journal Article
in
SCIENTIFIC REPORTS
2012
Optical information processing: advances in nanophotonic reservoir computing
Martin Fiers
Kristof Vandoorne
Thomas Van Vaerenbergh
Joni Dambre
Benjamin Schrauwen
Peter Bienstman
P1
Conference
2012
Optoelectronic reservoir computing
Yvan Paquot
Francois Duport
Antoneo Smerieri
Joni Dambre
Benjamin Schrauwen
Marc Haelterman
Serge Massar
A1
Journal Article
in
SCIENTIFIC REPORTS
2012
Reduction of analogue bandwidth requirement in photonic on-chip reservoir computing
Bendix Schneider
Peter Bienstman
Joni Dambre
C1
Conference
2012
Reservoir computing on nanophotonic chips
Peter Bienstman
Kristof Vandoorne
Thomas Van Vaerenbergh
Martin Fiers
Bendix Schneider
David Verstraeten
Benjamin Schrauwen
Joni Dambre
C1
Conference
2012
Self-pulsation and excitability mechanism in silicon-on-insulator microrings
Thomas Van Vaerenbergh
Martin Fiers
Pauline Mechet
Thijs Spuesens
Rajesh Kumar
Geert Morthier
Kristof Vandoorne
Bendix Schneider
Benjamin Schrauwen
Joni Dambre
et al.
P1
Conference
2012
Simplified description of self-pulsation and excitability by thermal and free-carrier effects in semiconductor microcavities
Thomas Van Vaerenbergh
Martin Fiers
Joni Dambre
Peter Bienstman
A1
Journal Article
in
PHYSICAL REVIEW A
2012
Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach
Martin Fiers
Thomas Van Vaerenbergh
Ken Caluwaerts
Dries Vande Ginste
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
A1
Journal Article
in
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS
2012
Towards a photonics spiking neuron: excitability in a silicon-on-insulator microring
Thomas Van Vaerenbergh
Martin Fiers
Kristof Vandoorne
Bendix Schneider
Joni Dambre
Peter Bienstman
C1
Conference
2012
2011
Advances in photonic reservoir computing on an integrated platform
Kristof Vandoorne
Martin Fiers
Thomas Van Vaerenbergh
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
P1
Conference
2011
CAPHE: a circuit-level time-domain and frequency-domain modeling tool for nonlinear optical components
Martin Fiers
Thomas Van Vaerenbergh
Pieter Dumon
Ken Caluwaerts
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
C1
Conference
2011
Delays in photonic reservoir computing with semiconductor optical amplifiers
Kristof Vandoorne
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
C1
Conference
2011
Information processing using a single dynamical node as complex system
Lennert Appeltant
Miguel Cornelles Soriano
Guy Van der Sande
Jan Danckaert
Serge Massar
Joni Dambre
Benjamin Schrauwen
Claudio R Mirasso
Ingo Fischer
A1
Journal Article
in
NATURE COMMUNICATIONS
2011
Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing
Kristof Vandoorne
Martin Fiers
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
P1
Conference
2011
Parallel reservoir computing using optical amplifiers
Kristof Vandoorne
Joni Dambre
David Verstraeten
Benjamin Schrauwen
Peter Bienstman
A1
Journal Article
in
IEEE TRANSACTIONS ON NEURAL NETWORKS
2011
Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers
Kristof Vandoorne
Thomas Van Vaerenbergh
Martin Fiers
Peter Bienstman
David Verstraeten
Benjamin Schrauwen
Joni Dambre
C1
Conference
2011
Photonic reservoir computing with a network of coupled semiconductor optical amplifiers
Kristof Vandoorne
Peter Bienstman
Joni Dambre
Dissertation
2011
Reservoir computing using a delayed feedback system: towards photonic implementations
Lennert Appeltant
MC Soriano
Guy Van der Sande
Jan Dankaert
Serge Massar
Joni Dambre
Benjamin Schrauwen
Claudio R Mirasso
Ingo Fisher
C1
Conference
2011
Speech recognition using photonic reservoir computing with semiconductor optical amplifiers
Kristof Vandoorne
Joni Dambre
David Verstraeten
Benjamin Schrauwen
Peter Bienstman
C3
Conference
2011
2010
Artificial intelligence at light speed: toward optoelectronic reservoir computing
Yvan Paquot
Francois Duport
Joni Dambre
Benjamin Schrauwen
Marc Haelterman
Serge Massar
A4
Journal Article
in
BELGIAN PHYSICAL SOCIETY MAGAZINE
2010
De l'utilisation d'un oscillateur optoelectronique comme reservoir computer
François Duport
Yvan Paquot
Joni Dambre
Benjamin Schrauwen
Marc Haelterman
Serge Massar
C1
Conference
2010
Delays in photonic reservoir computing with semiconductor optical amplifiers
Kristof Vandoorne
Joni Dambre
David Verstraeten
Benjamin Schrauwen
Peter Bienstman
C1
Conference
2010
Memory versus non-linearity in reservoirs
David Verstraeten
Joni Dambre
Xavier Dutoit
Benjamin Schrauwen
P1
Conference
2010
Photonic reservoir computing as a new paradigm for optical information processing
Peter Bienstman
Kristof Vandoorne
Martin Fiers
David Verstraeten
Joni Dambre
Benjamin Schrauwen
C3
Conference
2010
Photonic reservoir computing: a new approach to optical information processing
Kristof Vandoorne
Martin Fiers
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
P1
Conference
2010
Photonic reservoir computing: a new approach to optical information processing
Kristof Vandoorne
Martin Fiers
David Verstraeten
Benjamin Schrauwen
Joni Dambre
Peter Bienstman
C1
Conference
2010
Reservoir computing : a photonic neural network for information processing
Yvan Paquot
Joni Dambre
Benjamin Schrauwen
Marc Haelterman
Serge Massar
P1
Conference
2010
2008
Design of a reconfigurable optical interconnect for large-scale multiprocessor networks
Inigo Artundo
Wim Heirman
Christof Debaes
Joni Dambre
Jan Van Campenhout
Hugo Thienpont
P1
Conference
2008
Predicting the performance of reconfigurable optical interconnects in distributed shared-memory systems
Wim Heirman
Joni Dambre
I ARTUNDO
C DEBAES
Hugo Thienpont
Dirk Stroobandt
Jan Van Campenhout
A1
Journal Article
in
PHOTONIC NETWORK COMMUNICATIONS
2008
Rent's rule and parallel programs: characterizing network traffic behavior
Wim Heirman
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
P1
Conference
2008
Runtime variability in scientific parallel applications
Wim Heirman
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
C1
Conference
2008
2007
Performance Evaluation of Large Reconfigurable Interconnects for Multiprocessor Systems
Wim Heirman
I ARTUNDO
Joni Dambre
C DEBAES
T PHAM DOAN
K BUI VIET
Hugo Thienpont
Jan Van Campenhout
C1
Conference
2007
Performance of large-scale reconfigurable optical interconnection networks in DSM systems
I Artundo
Wim Heirman
C Debaes
Joni Dambre
Jan Van Campenhout
Hugo Thienpont
C1
Conference
2007
Predicting reconfigurable interconnect performance in distributed shared-memory systems
Wim Heirman
Joni Dambre
I ARTUNDO
C DEBAES
Hugo Thienpont
Dirk Stroobandt
Jan Van Campenhout
A1
Journal Article
in
INTEGRATION-THE VLSI JOURNAL
2007
Synthetic traffic generation as a tool for dynamic interconnect evaluation
Wim Heirman
Joni Dambre
Jan Van Campenhout
P1
Conference
2007
Systematic simulation-based predictive synthesis of integrated optical interconnect
I O'CONNOR
F TISSAFI-DRISSI
F GAFFIOT
Joni Dambre
Michiel De Wilde
Jan Van Campenhout
Dries Van Thourhout
Dirk Stroobandt
A1
Journal Article
in
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS
2007
2006
Congestion Modeling for Reconfigurable Inter-Processor Networks
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2006
Integrated optical interconnect for on-chip data transport
I O'Connor
F Tissafi-Drissi
D Navarro
F Mieyeville
F Gaffiot
Joni Dambre
M De Wilde
Dirk Stroobandt
M Brière
C1
Conference
2006
Optical interconnect for on-chip data communication
I O'Connor
F Tissafi-Drissi
D Navarro
F Mieyeville
F Gaffiot
Joni Dambre
M De Wilde
Dirk Stroobandt
Dries Van Thourhout
C3
Conference
2006
Predicting the Performance of Reconfigurable Interconnects in Distributed Shared-Memory Systems
Wim Heirman
Joni Dambre
I ARTUNDO
C DEBAES
Hugo Thienpont
Dirk Stroobandt
Jan Van Campenhout
[0-9]{2}
2006
Predicting the Performance of Reconfigurable Interconnects in Shared-Memory Systems
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2006
Reconfigurable Optical Networks for On-Chip Multiprocessors
Wim Heirman
Joni Dambre
I O'CONNOR
Jan Van Campenhout
C1
Conference
2006
Reconfigurable interconnection networks in Distributed Shared Memory systems: a study on communication patterns
BV KHOI
PD TINH
NN QUAN
I ARTUDO
D MANJARRES
Wim Heirman
C DEBAES
Joni Dambre
Jan Van Campenhout
Hugo Thienpont
P1
Conference
2006
Reconfigurable interconnects in DSM systems: a focus on context switch behavior
I Artundo
D Manjarres
Wim Heirman
C Debaes
Joni Dambre
Jan Van Campenhout
H Thienpont
P1
Conference
2006
Selective optical broadcast component for reconfigurable multiprocessor, interconnects
I ARTUNDO
L DESTNET
Wim Heirman
C DEBAES
Joni Dambre
Jan Van Campenhout
Hugo Thienpont
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
2006
Selective optical broadcasting in reconfigurable multiprocessor interconnects - art. no. 61850J
I ARTUNDO
L DESMET
Wim Heirman
C DEBAES
Joni Dambre
Jan Van Campenhout
P1
Conference
2006
Speeding up multiprocessor machines with reconfigurable optical interconnects - art. no. 61240K
Wim Heirman
I ARTUNDO
L DESMET
Joni Dambre
C DEBAES
Hugo Thienpont
Jan Van Campenhout
P1
Conference
2006
2005
Predicting the Performance of Reconfigurable Interconnects in Distributed Shared-Memory Systems
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2005
Prediction Model for Evaluation of Reconfigurable Interconnects in Distributed Shared-Memory Systems
Wim Heirman
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
C DEBAES
Hugo Thienpont
C1
Conference
2005
Reconfigurable Optical Interconnects for Distributed Shared-Memory Multiprocessors
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2005
Reconfigurable Optical Interconnects for Distributed Shared-Memory Systems
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2005
Selective Broadcasting for Reconfigurable Optical Interconnects in DSM systems
I ARTUNDO
L DESMET
Wim Heirman
C DEBAES
Joni Dambre
Jan Van Campenhout
Hugo Thienpont
C1
Conference
2005
Towards reconfigurable optical networks on chip
I O'CONNOR
M BRIÈRE
E DROUARD
A KAZMIERCZAK
F TISSAFI-DRISSI
D NAVARRO
F MIEYEVILLE
Joni Dambre
Dirk Stroobandt
J FEDELI
et al.
C1
Conference
2005
Traffic Temporal Analysis for Reconfigurable Interconnects in Shared-Memory Systems
Wim Heirman
Joni Dambre
Jan Van Campenhout
C DEBAES
Hugo Thienpont
C1
Conference
2005
Wavelength Tuneable Reconfigurable Optical Interconnection Network for Shared-Memory Machines
Wim Heirman
I ARTUNDO
D CARVAJAL
L DESMET
Joni Dambre
C DEBAES
Hugo Thienpont
Jan Van Campenhout
C1
Conference
2005
2004
Architectural study of the opportunities for reconfigurable optical interconnects in distributed shared memory systems
C DEBAES
I ARTUNDO
Wim Heirman
Joni Dambre
K BUI VIET
Hugo Thienpont
C1
Conference
2004
Toward the accurate prediction of placement wire length distributions in VLSI circuits
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
A1
Journal Article
in
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS
2004
Traffic Locality Analysis for Reconfigurable Interconnects in Shared-Memory Systems
Wim Heirman
Joni Dambre
Jan Van Campenhout
C1
Conference
2004
2003
A comparison of various terminal-gate relationships for interconnect prediction in VLSI circuits
Joni Dambre
P VERPLAETSE
Dirk Stroobandt
Jan Van Campenhout
A1
Journal Article
in
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS
2003
An exploration of synchronization solutions for parallel short-range optical interconnect in mesochronous systems
Harald Devos
Joni Dambre
Wim Meeus
Dirk Stroobandt
Jan Van Campenhout
P1
Conference
2003
Fast Estimation of the Partitioning Rent Characteristic Using a Recursive Partitioning Model
Joni Dambre
Dirk Stroobandt
J VAN CAMPENHOUT
C1
Conference
2003
Predictie van interconnectie-eigenschappen van digitale schakelingen voor de exploratie van ontwerpkeuzes en technologie
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
Dissertation
2003
Reconfigurable optical interconnects for parallel computer systems : design space issues
KB Viet
L Desmet
Joni Dambre
Dirk Stroobandt
Kristof Beyls
Jan Van Campenhout
Hugo Thienpont
P1
Conference
2003
2002
A Probabilistic Approach to Clock Cycle Prediction
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
C1
Conference
2002
Getting more out of Donath`s hierarchical model for interconnect prediction
Joni Dambre
Peter Verplaetse
Dirk Stroobandt
Jan Van Campenhout
C1
Conference
2002
2001
Demonstrating POF based optoelectronic interconnect in a multi-FPGA prototype system
Marnik Brunfaut
Wim Meeus
Joni Dambre
Ronny Bockstaele
Jan Van Campenhout
H Melchior
J Hall
A Neyer
P Heremans
J Van Koetsem
et al.
P1
Conference
2001
Impact of optical I/O on FPGA electronic routing delays
Joni Dambre
Marnik Brunfaut
Wim Meeus
Jan Van Campenhout
P1
Conference
2001
On Partitioning vs. Placement Rent Properties.
Peter Verplaetse
Joni Dambre
Dirk Stroobandt
Jan Van Campenhout
C1
Conference
2001
On Rent's Rule for Rectangular Regions.
Joni Dambre
Peter Verplaetse
Dirk Stroobandt
Jan Van Campenhout
C1
Conference
2001
Sense and nonsense of logic-level optical interconnect: reflections on an experiment
Jan Van Campenhout
Marnik Brunfaut
Wim Meeus
Joni Dambre
Michiel De Wilde
P1
Conference
2001
2000
Quantifying the Performance of Optoelectronic FPGA's: The Impact of Optical Interconnect Latency. Kluwer Academic Publishers, Boston, 2000, 195-202.
Joni Dambre
Herwig Van Marck
Jan Van Campenhout
[0-9]{2}
2000
1999
Optoelectronic FPGA's.
Jan Van Campenhout
Herwig Van Marck
Jo Depreitere
Joni Dambre
A1
Journal Article
in
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
1999
Quantifying the impact of optical interconnect latency on the performance of optoelectronic FPGAs.
Joni Dambre
Herwig Van Marck
Jan Van Campenhout
C1
Conference
1999