World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
34
Citations
8266
World Ranking
11933
National Ranking
107

Overview

Joni Dambre is affiliated with Ghent University in Belgium. Their research primarily spans the fields of Computer Science and Engineering, with a notable focus on the subfields of Electrical and Electronic Engineering, Artificial Intelligence, Computer Vision and Pattern Recognition, Cognitive Neuroscience, and Human-Computer Interaction.

The main topics covered in their work include Neural Networks and Reservoir Computing, Advanced Memory and Neural Computing, Optical Network Technologies, Photonic and Optical Devices, Hand Gesture Recognition Systems, Natural Language Processing Techniques, and Advanced Neural Network Applications.

Joni Dambre has authored multiple papers published across various venues. Recent publications include:

  • Photonic neuromorphic information processing and reservoir computing, 2020, APL Photonics
  • Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation, 2021, Optics Express
  • Automatic Detection of the Aortic Annular Plane and Coronary Ostia from Multidetector Computed Tomography, 2020, Journal of Interventional Cardiology
  • Modeling Electronic Response Properties with an Explicit-Electron Machine Learning Potential, 2022, Journal of Chemical Theory and Computation
  • Wavelength dimension in waveguide-based photonic reservoir computing, 2022, Optics Express

Frequent coauthors throughout their career include:

  • Peter Bienstman
  • Stijn Sackesyn
  • Chonghuai Ma
  • Matthias Freiberger
  • Emmanuel Gooskens

Their publications have appeared in notable venues such as:

  • arXiv (Cornell University)
  • Scientific Reports
  • Optics Express
  • Universal Access in the Information Society
  • Biomimetics

Best Publications

  • Information processing using a single dynamical node as complex system

    L Appeltant;M C Soriano;G Van der Sande;J Danckaert

  • Optoelectronic reservoir computing.

    Yvan Paquot;Francois Duport;Antoneo Smerieri;Joni Dambre

  • Experimental demonstration of reservoir computing on a silicon photonics chip

    Kristof Vandoorne;Pauline Mechet;Thomas Van Vaerenbergh;Martin Fiers

  • Rotation-invariant convolutional neural networks for galaxy morphology prediction

    Sander Dieleman;Kyle W. Willett;Joni Dambre

  • Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition

    Di Wu;Lionel Pigou;Pieter-Jan Kindermans;Nam Do-Hoang Le

  • Information Processing Capacity of Dynamical Systems

    Joni Dambre;David Verstraeten;Benjamin Schrauwen;Serge Massar

  • Fast Face-Swap Using Convolutional Neural Networks

    Iryna Korshunova;Wenzhe Shi;Joni Dambre;Lucas Theis

  • Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video

    Lionel Pigou;Aäron van den Oord;Sander Dieleman;Mieke Van Herreweghe

  • Parallel Reservoir Computing Using Optical Amplifiers

    K. Vandoorne;J. Dambre;D. Verstraeten;B. Schrauwen

  • A Differentiable Physics Engine for Deep Learning in Robotics

    Jonas Degrave;Michiel Hermans;Joni Dambre;Francis Wyffels

  • Leveraging Robotics Research for Children with Autism: A Review

    Luthffi Idzhar Ismail;Thibault Verhoeven;Joni Dambre;Francis Wyffels

  • Memory versus non-linearity in reservoirs

    David Verstraeten;Joni Dambre;Xavier Dutoit;Benjamin Schrauwen

  • Optoelectronic FPGAs

    J. Van Campenhout;H. Van Marck;J. Depreitere;J. Dambre

  • Photonic neuromorphic information processing and reservoir computing

    Alessio Lugnan;Andrew Katumba;Floris Laporte;Matthias Freiberger

  • 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

  • Numerical demonstration of neuromorphic computing with photonic crystal cavities

    Floris Laporte;Andrew Katumba;Joni Dambre;Peter Bienstman

  • Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention

    Mathieu De Coster;Mieke Van Herreweghe;Joni Dambre

  • Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

    Stijn Sackesyn;Chonghuai Ma;Joni Dambre;Peter Bienstman

  • Sign language recognition with transformer networks

    Mathieu De Coster;Mieke Van Herreweghe;Joni Dambre

  • Automated diagnosis of temporal lobe epilepsy in the absence of interictal spikes.

    Thibault Verhoeven;Ana Coito;Gijs Plomp;Aljoscha Thomschewski

  • Trainable hardware for dynamical computing using error backpropagation through physical media

    Michiel Hermans;Michaël Burm;Thomas Van Vaerenbergh;Joni Dambre

  • Gesture and Sign Language Recognition with Temporal Residual Networks

    Lionel Pigou;Mieke Van Herreweghe;Joni Dambre

  • Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits.

    Andrew Katumba;Jelle Heyvaert;Bendix Schneider;Sarah Uvin

Frequent Co-Authors

Peter Bienstman
Peter Bienstman Ghent University
Benjamin Schrauwen
Benjamin Schrauwen Ghent University
Hugo Thienpont
Hugo Thienpont Vrije Universiteit Brussel
Serge Massar
Serge Massar Université Libre de Bruxelles
Marc Haelterman
Marc Haelterman Université Libre de Bruxelles
Arthur Gretton
Arthur Gretton University College London
Geert Morthier
Geert Morthier Ghent University
Yarin Gal
Yarin Gal University of Oxford
Christoph M. Michel
Christoph M. Michel University of Geneva
Margitta Seeck
Margitta Seeck University of Geneva

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