Researcher
Andrew Katumba
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering
Affiliations
- Department of Information technology (Department)
Member
From1 Nov 2013 → 30 Sep 2023
Publications
1 - 10 of 35
- Design for robust and efficient neuromorphic photonic accelerator(2022)
Authors: Samarth Aggarwal, Bowei Dong, June Sang Lee, Mengyun Wang, Andrew Katumba, Peter Bienstman, Harish Bhaskaran
Number of pages: 1 - Photonic neuromorphic information processing and reservoir computing(2020)
Authors: 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)
Authors: Krishan Harkhoe, Guy Verschaffelt, Andrew Katumba, Peter Bienstman, Guy Van der Sande
Pages: 3086 - 3096 - Integrated photonic delay-lasers for reservoir computing(2020)Volume: 11274
Authors: G. Van der Sande, K. Harkhoe, Andrew Katumba, Peter Bienstman, G. Verschaffelt
Number of pages: 1 - Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs(2020)
Authors: Matthias Freiberger, Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Peter Bienstman, Joni Dambre
- Energy-efficient photonic neuromorphic computing for telecommunication applications(2019)
Authors: Andrew Katumba
- Neuromorphic information processing using silicon photonics(2019)Volume: 11081
Authors: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Ganapathi S. Subramania, Stavroula Foteinopoulou
Number of pages: 1 - Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications(2019)
Authors: 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)
Authors: Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Pages: 1943 - 1953 - A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection(2019)
Authors: Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Pages: 2232 - 2239
Patents
1 - 3 of 3
- Multimode reservoir (Inventor)
- Training of photonic reservoir computing systems (Inventor)
- Multimode reservoir (Inventor)