| 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 | 115 | 2018 |
| Photonic neuromorphic information processing and reservoir computing A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ... APL Photonics 5 (2), 2020 | 93 | 2020 |
| Numerical demonstration of neuromorphic computing with photonic crystal cavities F Laporte, A Katumba, J Dambre, P Bienstman Optics express 26 (7), 7955-7964, 2018 | 88 | 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 | 82 | 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 | 74 | 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 | 66 | 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 | 64 | 2019 |
| 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 | 57 | 2018 |
| 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 | 48 | 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 | 46 | 2019 |
| 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 | 41 | 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 | 33 | 2016 |
| 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 | 30 | 2021 |
| Computer vision and deep learning in insects for food and feed production: A review S Nawoya, F Ssemakula, R Akol, Q Geissmann, H Karstoft, K Bjerge, ... Computers and Electronics in Agriculture 216, 108503, 2024 | 23 | 2024 |
| 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), 2019 | 21 | 2019 |
| 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 | 18 | 2017 |
| Fruit fly automatic detection and monitoring techniques: A review F Lello, M Dida, M Mkiramweni, J Matiko, R Akol, M Nsabagwa, ... Smart Agricultural Technology 5, 100294, 2023 | 17 | 2023 |
| 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 | 17 | 2018 |
| Machine learning-aided optical performance monitoring techniques: A review DK Tizikara, J Serugunda, A Katumba Frontiers in communications and networks 2, 756513, 2022 | 16 | 2022 |
| Building text and speech datasets for low resourced languages: A case of languages in east africa C Babirye, J Nakatumba-Nabende, A Katumba, R Ogwang, JT Francis, ... AfricaNLP, 2022 | 15 | 2022 |
Peter BienstmanGhent UniversityVerified email at UGent.be
