Onderzoeker
Andrew Katumba
- Disciplines:Scientific computing, Computertheorie, Computer hardware, Andere computer ingenieurswetenschappen, informatietechnologie en mathematische ingenieurswetenschappen
Affiliaties
- Vakgroep Informatietechnologie (Departement)
Lid
Vanaf1 nov 2013 → 30 sep 2023
Publicaties
1 - 10 van 35
- Integrated photonic delay-lasers for reservoir computing(2020)Volume: 11274
Auteurs: G. Van der Sande, K. Harkhoe, Andrew Katumba, Peter Bienstman, G. Verschaffelt
Aantal pagina's: 1 - Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs(2020)
Auteurs: Matthias Freiberger, Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Peter Bienstman, Joni Dambre
- Energy-efficient photonic neuromorphic computing for telecommunication applications(2019)
Auteurs: Andrew Katumba
- Training passive photonic reservoirs with integrated optical readout(2019)
Auteurs: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Pagina's: 1943 - 1953 - Neuromorphic computing based on silicon photonics and reservoir computing
Auteurs: Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman
Pagina's: 1 - 10 - Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chipVolume: 10689
Auteurs: Florian Denis-le Coarer, Matthias Freiberger, Joni Dambre, Peter Bienstman, Damien Rontani, Andrew Katumba, Marc Sciamanna, Peter Bienstman
Pagina's: 1 - 9 - A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection
Auteurs: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Pagina's: 2232 - 2239 - Photonic reservoir computing approaches to nanoscale computation
Auteurs: Andrew Katumba, Peter Bienstman, Joni Dambre
Aantal pagina's: 1 - Integrated delay based photonic reservoir computing
Auteurs: K. Harkhoe, G. Verschaffelt, Andrew Katumba, Peter Bienstman, G. Van der Sande
Pagina's: 1 - 4 - Mid-infrared Vernier racetrack resonator tunable filter implemented on a germanium on SOI waveguide platform
Auteurs: Sanja Radosavljevic, Nuria Teigell Beneitez, Andrew Katumba, Muhammad Muneeb, Michaël Vanslembrouck, Bart Kuyken, Günther Roelkens
Pagina's: 824 - 835
Patenten
1 - 3 van 3
- Multimode reservoir (Inventor)
- Training of photonic reservoir computing systems (Inventor)
- Multimode reservoir (Inventor)