Ghent University Academic Bibliography

Your filters: cql: keyword exact "photonic reservoir computing"

Add to list
Use of a simple passive hardware mask to replace the digital masking procedure in photonic delay-based reservoir computing

Ian Bauwens, Peter Bienstman (UGent) , Guy Verschaffelt and Guy van der Sande

(2025) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 31(3).
Add to list
- Journal Article
- A1
- open access
Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

Ian Bauwens, Krishan Harkhoe, Peter Bienstman (UGent) , Guy Verschaffelt and Guy Van der Sande

(2023) NANOPHOTONICS. 12(5). p.949-961
Add to list
- Journal Article
- A1
- open access
Using photonic reservoirs as preprocessors for deep neural networks

Ian Bauwens, Guy van der Sande, Peter Bienstman (UGent) and Guy Verschaffelt

(2022) FRONTIERS IN PHYSICS. 10.
Add to list
- Journal Article
- A1
- open access
A multiple-input strategy to efficient integrated photonic reservoir computing

Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2017) COGNITIVE COMPUTATION. 9(3). p.307-314
Add to list
- Conference Paper
- P1
- open access
Reservoir computing with signal-mixing cavities

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2017) 2017 19TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON). In International Conference on Transparent Optical Networks-ICTON p.1-4
Add to list
- Journal Article
- A1
- open access
Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns

Martin Fiers (UGent) , Thomas Van Vaerenbergh (UGent) , Francis wyffels (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2014) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 25(2). p.344-355
Add to list
Recent advances in optical reservoir computing

François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider (UGent) , Joni Dambre (UGent) , Benjamin Schrauwen (UGent) , Marc Haelterman and Serge Massar

(2013) IEEE International Symposium on Circuits and Systems. p.333-336
Add to list
- Journal Article
- A1
Parallel reservoir computing using optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) IEEE TRANSACTIONS ON NEURAL NETWORKS. 22(9). p.1469-1481

Academic Bibliography

Use of a simple passive hardware mask to replace the digital masking procedure in photonic delay-based reservoir computing

Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

Using photonic reservoirs as preprocessors for deep neural networks

A multiple-input strategy to efficient integrated photonic reservoir computing

Reservoir computing with signal-mixing cavities

Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns

Recent advances in optical reservoir computing

Parallel reservoir computing using optical amplifiers

Contents

Support

Contact