Ghent University Academic Bibliography

Your filters: cql: author exact F502D5DE-F0ED-11E1-A9DE-61C894A0A6B4 or (type any "bookEditor issueEditor" and edito... cql: keyword exact "reservoir computing"

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Exploiting signal propagation delays to match task memory requirements in reservoir computing

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(6).
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Memory-non-linearity trade-off in distance-based delay networks

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(12).
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Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Emmanuel Gooskens (UGent) , Stijn Sackesyn (UGent) , Sarah Masaad (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) 2023 IEEE SILICON PHOTONICS CONFERENCE, SIPHOTONICS. In IEEE International Conference on Group IV Photonics
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A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection

Andrew Katumba (UGent) , Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) JOURNAL OF LIGHTWAVE TECHNOLOGY. 37(10). p.2232-2239
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Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Alexander Vandesompele, Gabriel Urbain, Francis wyffels (UGent) and Joni Dambre (UGent)

(2019) COGNITIVE SYSTEMS RESEARCH. 58. p.317-323
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Training passive photonic reservoirs with integrated optical readout

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

(2019) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 30(7). p.1943-1953
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A power-efficient architecture for on-chip reservoir computing

Stijn Sackesyn (UGent) , Chonghuai Ma, Andrew Katumba (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) Artificial neural networks and machine learning – ICANN 2019 : workshop and special sessions. In Lecture Notes in Computer Science 11731. p.161-164
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Silicon photonics for neuromorphic information processing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte and Alessio Lugnan (UGent)

(2018) OPTICAL DATA SCIENCE: TRENDS SHAPING THE FUTURE OF PHOTONICS. In Proceedings of SPIE 10551. p.1-7
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All-optical reservoir computing on a photonic chip using silicon-based ring resonators

Florian Denis Le Courier, Marc Sciamanna, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and Damien Rontani

(2018) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 24(6).
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Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip

Florian Denis-le Coarer, Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) , Damien Rontani, Andrew Katumba (UGent) and Marc Sciamanna

(2018) NEURO-INSPIRED PHOTONIC COMPUTING. In Proceedings of SPIE 10689. p.1-9

Academic Bibliography

Exploiting signal propagation delays to match task memory requirements in reservoir computing

Memory-non-linearity trade-off in distance-based delay networks

Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection

Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped

Training passive photonic reservoirs with integrated optical readout

A power-efficient architecture for on-chip reservoir computing

Silicon photonics for neuromorphic information processing

All-optical reservoir computing on a photonic chip using silicon-based ring resonators

Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip

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