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
- Design for robust and efficient neuromorphic photonic accelerator(2022)
Auteurs: Samarth Aggarwal, Bowei Dong, June Sang Lee, Mengyun Wang, Andrew Katumba, Peter Bienstman, Harish Bhaskaran
Aantal pagina's: 1 - Photonic neuromorphic information processing and reservoir computing(2020)
Auteurs: Alessio Lugnan, Andrew Katumba, Floris Laporte, Matthias Freiberger, Stijn Sackesyn, C. Ma, Emmanuel Gooskens, Joni Dambre, Peter Bienstman
- Demonstrating delay-based reservoir computing using a compact photonic integrated chip(2020)
Auteurs: Krishan Harkhoe, Guy Verschaffelt, Andrew Katumba, Peter Bienstman, Guy Van der Sande
Pagina's: 3086 - 3096 - 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
- Neuromorphic information processing using silicon photonics(2019)Volume: 11081
Auteurs: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Ganapathi S. Subramania, Stavroula Foteinopoulou
Aantal pagina's: 1 - Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications(2019)
Auteurs: Santiago G.-C. Carrillo, Emanuele Gemo, Xuan Li, Nathan Youngblood, Andrew Katumba, Peter Bienstman, Wolfram Pernice, Harish Bhaskaran, C. David Wright
- Training passive photonic reservoirs with integrated optical readout(2019)
Auteurs: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Pagina's: 1943 - 1953 - A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection(2019)
Auteurs: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Pagina's: 2232 - 2239
Patenten
1 - 3 van 3
- Multimode reservoir (Inventor)
- Training of photonic reservoir computing systems (Inventor)
- Multimode reservoir (Inventor)