Andrew Katumba
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All-optical reservoir computing on a photonic chip using silicon-based ring resonators
F Denis-Le Coarer, M Sciamanna, A Katumba, M Freiberger, J Dambre, ...
IEEE Journal of Selected Topics in Quantum Electronics 24 (6), 1-8, 2018
Numerical demonstration of neuromorphic computing with photonic crystal cavities
F Laporte, A Katumba, J Dambre, P Bienstman
Optics express 26 (7), 7955-7964, 2018
Photonic neuromorphic information processing and reservoir computing
A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ...
APL Photonics 5 (2), 020901, 2020
Low-loss photonic reservoir computing with multimode photonic integrated circuits
A Katumba, J Heyvaert, B Schneider, S Uvin, J Dambre, P Bienstman
Scientific reports 8 (1), 2653, 2018
Demonstrating delay-based reservoir computing using a compact photonic integrated chip
K Harkhoe, G Verschaffelt, A Katumba, P Bienstman, G Van der Sande
Optics express 28 (3), 3086-3096, 2020
Neuromorphic computing based on silicon photonics and reservoir computing
A Katumba, M Freiberger, F Laporte, A Lugnan, S Sackesyn, C Ma, ...
IEEE Journal of Selected Topics in Quantum Electronics 24 (6), 1-10, 2018
A multiple-input strategy to efficient integrated photonic reservoir computing
A Katumba, M Freiberger, P Bienstman, J Dambre
Cognitive Computation 9, 307-314, 2017
A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection
A Katumba, X Yin, J Dambre, P Bienstman
Journal of Lightwave Technology 37 (10), 2232-2239, 2019
Mid-infrared Vernier racetrack resonator tunable filter implemented on a germanium on SOI waveguide platform
S Radosavljevic, NT Beneitez, A Katumba, M Muneeb, M Vanslembrouck, ...
Optical Materials Express 8 (4), 824-835, 2018
High speed direct modulation of a heterogeneously integrated InP/SOI DFB laser
A Abbasi, C Spatharakis, G Kanakis, NS André, H Louchet, A Katumba, ...
Journal of Lightwave Technology 34 (8), 1683-1687, 2016
Training passive photonic reservoirs with integrated optical readout
M Freiberger, A Katumba, P Bienstman, J Dambre
IEEE transactions on neural networks and learning systems 30 (7), 1943-1953, 2018
Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs
M Freiberger, S Sackesyn, C Ma, A Katumba, P Bienstman, J Dambre
IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-11, 2019
Analog radio-over-fiber transceivers based on III–V-on-silicon photonics
K Van Gasse, L Bogaert, L Breyne, J Van Kerrebrouck, S Dhoore, ...
IEEE Photonics Technology Letters 30 (21), 1818-1821, 2018
On-chip passive photonic reservoir computing with integrated optical readout
M Freiberger, A Katumba, P Bienstman, J Dambre
2017 IEEE International Conference on Rebooting Computing (ICRC), 1-4, 2017
Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications
SGC Carrillo, E Gemo, X Li, N Youngblood, A Katumba, P Bienstman, ...
APL Materials 7 (9), 091113, 2019
New dimensions in teaching digital electronics: a multimode laboratory utilizing NI ELVIS IITM, LABVIEW AND NI MULTISIM
C Mwikirize, AT Asiimwe, PI Musasizi, SS Tickodri-Togboa, A Katumba, ...
International Journal of Online Engineering, 2010
Design of online Digital Electronics laboratories based on the NI ELVIS II platform
J Butime, R Besiga, A Bwonyo, V Nakanwagi, T Togboa, A Katumba
2012 9th International Conference on Remote Engineering and Virtual …, 2012
Time-aware deep neural networks for needle tip localization in 2D ultrasound
C Mwikirize, AB Kimbowa, S Imanirakiza, A Katumba, JL Nosher, ...
International Journal of Computer Assisted Radiology and Surgery 16, 819-827, 2021
Development of online laboratories for modulation and combinational logic circuit analysis using NI ELVIS II™ platform
C Mwikirize, AT Asiimwe, L Musasizi, V Namuswa, MD Nakasozi, ...
2010 Seventh International Conference on Information Technology: New …, 2010
An Overview of Machine Learning-aided Optical Performance Monitoring Techniques
DK Tizikara, J Serugunda, A Katumba
arXiv preprint arXiv:2107.07338, 2021
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Articles 1–20