Joni Dambre

Summary

Affiliation: Ghent University
Country: Belgium

Publications

  1. pmc Information processing capacity of dynamical systems
    Joni Dambre
    Department of Electronics and Information Systems, Ghent University, Sint Pietersnieuwstraat 41, 9000 Ghent, Belgium
    Sci Rep 2:514. 2012
  2. doi Experimental demonstration of reservoir computing on a silicon photonics chip
    Kristof Vandoorne
    1 Department of Information Technology, Photonics Research Group, Ghent University Interuniversity MicroElectronics Center, Sint Pietersnieuwstraat 41, Gent 9000, Belgium 2 Center for Nano and Biophotonics NB Photonics, Ghent University, Sint Pietersnieuwstraat 41, Gent 9000, Belgium
    Nat Commun 5:3541. 2014
  3. doi Memristor models for machine learning
    Juan Pablo Carbajal
    Department of Electronics and Information Systems, Ghent University, Ghent B9000, Belgium
    Neural Comput 27:725-47. 2015
  4. pmc Automated design of complex dynamic systems
    Michiel Hermans
    ELIS Department, Ghent University, Ghent, Belgium
    PLoS ONE 9:e86696. 2014
  5. doi Cascadable excitability in microrings
    Thomas Van Vaerenbergh
    Photonics Research Group INTEC, Ghent University IMEC, Sint Pietersnieuwstraat 41, B 9000 Ghent, Belgium
    Opt Express 20:20292-308. 2012

Collaborators

Detail Information

Publications5

  1. pmc Information processing capacity of dynamical systems
    Joni Dambre
    Department of Electronics and Information Systems, Ghent University, Sint Pietersnieuwstraat 41, 9000 Ghent, Belgium
    Sci Rep 2:514. 2012
    ....
  2. doi Experimental demonstration of reservoir computing on a silicon photonics chip
    Kristof Vandoorne
    1 Department of Information Technology, Photonics Research Group, Ghent University Interuniversity MicroElectronics Center, Sint Pietersnieuwstraat 41, Gent 9000, Belgium 2 Center for Nano and Biophotonics NB Photonics, Ghent University, Sint Pietersnieuwstraat 41, Gent 9000, Belgium
    Nat Commun 5:3541. 2014
    ..It is scalable to larger networks and much higher bitrates, up to speeds >100 Gbit s(-1). These results pave the way for the application of integrated photonic RC for a wide range of applications. ..
  3. doi Memristor models for machine learning
    Juan Pablo Carbajal
    Department of Electronics and Information Systems, Ghent University, Ghent B9000, Belgium
    Neural Comput 27:725-47. 2015
    ..Therefore, experimental modeling research is required for the development of accurate volatile memristor models. ..
  4. pmc Automated design of complex dynamic systems
    Michiel Hermans
    ELIS Department, Ghent University, Ghent, Belgium
    PLoS ONE 9:e86696. 2014
    ..Our work suggests that the application domains of both machine learning and optimal control have a largely unexplored overlapping area which envelopes a novel design methodology of smart and highly complex physical systems. ..
  5. doi Cascadable excitability in microrings
    Thomas Van Vaerenbergh
    Photonics Research Group INTEC, Ghent University IMEC, Sint Pietersnieuwstraat 41, B 9000 Ghent, Belgium
    Opt Express 20:20292-308. 2012
    ..Experimental single ring excitability and self-pulsation behaviour follows the theoretic predictions. Moreover, simulations and experiments show that this excitation mechanism is cascadable...