Andrew Katumba

Conference Paper
C1
open access

Design for robust and efficient neuromorphic photonic accelerator

Samarth Aggarwal, Bowei Dong, June Sang Lee, Mengyun Wang, Andrew Katumba (UGent) , Peter Bienstman (UGent) and Harish Bhaskaran

(2022) 2022 IEEE International Conference on Emerging Electronics (ICEE).

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Book Chapter

Computing with integrated photonic reservoirs

Joni Dambre (UGent) , Andrew Katumba (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Floris Laporte, Matthias Freiberger (UGent) and Peter Bienstman (UGent)

(2021) Reservoir computing : theory, physical implementations, and applications. In Natural Computing Series p.397-419

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Conference Paper
P1
open access

Threshold plasticity of hybrid Si-VO2 microring resonators

Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba (UGent) , Florian Denis-le Coarer, Damien Rontani, Marc Sciamanna and Peter Bienstman (UGent)

(2020) 2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC). In OSA Technical Digest

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Conference Paper
P1
open access

Integrated photonic delay-lasers for reservoir computing

G. Van der Sande, K. Harkhoe, Andrew Katumba (UGent) , Peter Bienstman (UGent) and G. Verschaffelt

(2020) Physics and Simulation of Optoelectronic Devices XXVIII, SPIE Photonics West Conference. In Proceedings of SPIE 11274.

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Photonic reservoir computing

Floris Laporte, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) Photonic Integration Week, Abstracts.

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Journal Article
A1
open access

Demonstrating delay-based reservoir computing using a compact photonic integrated chip

Krishan Harkhoe, Guy Verschaffelt, Andrew Katumba (UGent) , Peter Bienstman (UGent) and Guy Van der Sande

(2020) OPTICS EXPRESS. 28(3). p.3086-3096

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Journal Article
A1
open access

Photonic neuromorphic information processing and reservoir computing

Alessio Lugnan (UGent) , Andrew Katumba (UGent) , Floris Laporte, Matthias Freiberger (UGent) , Stijn Sackesyn (UGent) , C. Ma, Emmanuel Gooskens (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) APL PHOTONICS. 5(2).

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Journal Article
A1
open access

Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

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

(2020) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 26(1).

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Conference Paper
C1
open access

Photonic delay-based reservoir computing integrated on InP chip

K. Harkhoe, G. Verschaffelt, Andrew Katumba (UGent) , Peter Bienstman (UGent) and G. Van der Sande

(2019) 2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC).

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Silicon photonics reservoir computing at 32 Gbit/s

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma and Emmanuel Gooskens (UGent)

(2019) 2019 Workshop on Dynamical Systems and Brain-Inspired Information Processing, Abstracts.

Academic Bibliography

Andrew Katumba

Design for robust and efficient neuromorphic photonic accelerator

Computing with integrated photonic reservoirs

Threshold plasticity of hybrid Si-VO2 microring resonators

Integrated photonic delay-lasers for reservoir computing

Photonic reservoir computing

Demonstrating delay-based reservoir computing using a compact photonic integrated chip

Photonic neuromorphic information processing and reservoir computing

Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

Photonic delay-based reservoir computing integrated on InP chip

Silicon photonics reservoir computing at 32 Gbit/s

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