List of works - David Verstraeten

A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling ⬇️

scientific article published in January 2012

A bayesian model for exploiting application constraints to enable unsupervised training of a P300-based BCI

scientific article

Advances in photonic reservoir computing on an integrated platform

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing

scientific article published on 28 September 2011

Compact hardware liquid state machines on FPGA for real-time speech recognition

scientific article

Experimental demonstration of reservoir computing on a silicon photonics chip.

scientific article published on 24 March 2014

Information processing capacity of dynamical systems

scientific article published on 19 July 2012

Memory versus non-linearity in reservoirs

Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns.

scientific article published in February 2014

Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing

scholarly article published 10 February 2011

Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression

Parallel reservoir computing using optical amplifiers

scientific article published on 29 July 2011

Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

Photonic reservoir computing: A new approach to optical information processing

Photonic reservoir computing: a new approach to optical information processing

Real-time detection of epileptic seizures in animal models using reservoir computing

scientific article published on 31 July 2012

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

scholarly article by Femke Ongenae et al published March 2013 in Engineering Applications of Artificial Intelligence

Toward optical signal processing using photonic reservoir computing

scientific article

List of works by David Verstraeten

A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling ⬇️

A bayesian model for exploiting application constraints to enable unsupervised training of a P300-based BCI

Advances in photonic reservoir computing on an integrated platform

Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing

Compact hardware liquid state machines on FPGA for real-time speech recognition

Experimental demonstration of reservoir computing on a silicon photonics chip.

Information processing capacity of dynamical systems

Memory versus non-linearity in reservoirs

Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns.

Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing

Optimized Parameter Search for Large Datasets of the Regularization Parameter and Feature Selection for Ridge Regression

Parallel reservoir computing using optical amplifiers

Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers

Photonic reservoir computing: A new approach to optical information processing

Photonic reservoir computing: a new approach to optical information processing

Real-time detection of epileptic seizures in animal models using reservoir computing

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

Toward optical signal processing using photonic reservoir computing