Andrew Katumba

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Reservoir Computing

Facial Gestures

Top Venues

Comput. Electron. Agric.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sulaiman Kagumire, Andrew Katumba, Joyce Nakatumba-Nabende, John A. Quinn
Building a Luganda Text-to-Speech Model From Crowdsourced Data. CoRR (2024)
Andrew Katumba, Sudi Murindanyi, John Trevor Kasule, Elvis Mugume
Luganda Speech Intent Recognition for IoT Applications. CoRR (2024)
Sarah Nawoya, Frank Ssemakula, Roseline Akol, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Cosmas Mwikirize, Andrew Katumba, Grum Gebreyesus
Computer vision and deep learning in insects for food and feed production: A review. Comput. Electron. Agric. 216 (2024)
Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende
Explainable Machine Learning Models for Swahili News Classification. NLPIR (2023)
Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. CoRR (2022)
Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Joshua Meyer
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. LREC (2022)
Cosmas Mwikirize, Alvin B. Kimbowa, Sylvia Imanirakiza, Andrew Katumba, John L. Nosher, Ilker Hacihaliloglu
Time-aware deep neural networks for needle tip localization in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Dativa K. Tizikara, Jonathan Serugunda, Andrew Katumba
An Overview of Machine Learning-aided Optical Performance Monitoring Techniques. CoRR (2021)
Ben Wycliff Mugalu, Rodrick Calvin Wamala, Jonathan Serugunda, Andrew Katumba
Face Recognition as a Method of Authentication in a Web-Based System. CoRR (2021)
Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba, Florian Denis-Le Coarer, Damien Rontani, Marc Sciamanna, Peter Bienstman
Threshold Plasticity of Hybrid Sİ-VO2 Microring Resonators. OFC (2020)
Andrew Katumba, Moses Bomera, Cosmas Mwikirize, Gorret Namulondo, Mary Gorret Ajero, Idd Ramathani, Olivia Nakayima, Grace Nakabonge, Dorothy Okello, Jonathan Serugunda
A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves. CoRR (2020)
Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Training Passive Photonic Reservoirs With Integrated Optical Readout. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman
A Power-Efficient Architecture for On-Chip Reservoir Computing. ICANN (Workshop) (2019)
Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
Training Passive Photonic Reservoirs with Integrated Optical Readout. CoRR (2018)
Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan
Photonic Resevoir Computing: A Brain-inspired Approach for Information Processing. OFC (2018)
Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
Silicon Photonics Neuromorphic Computing and its Application to Telecommunications (Invited). ECOC (2018)
Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
On-Chip Passive Photonic Reservoir Computing with Integrated Optical Readout. ICRC (2017)
Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre
A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing. Cogn. Comput. 9 (3) (2017)
Abdul Rahim, Amin Abbasi, Nuno Sequeira Andre, Andrew Katumba, Hadrien Louchet, Kasper Van Gasse, Roel Baets, Geert Morthier, Gunther Roelkens
69 Gb/s DMT direct modulation of a heterogeneously integrated InP-on-Si DFB laser. OFC (2017)
Amin Abbasi, Christos Spatharakis, Giannis Kanakis, Nuno Sequeira Andre, Hadrien Louchet, Andrew Katumba, Jochem Verbist, Xin Yin, Johan Bauwelinck, Hercules Avramopoulos, Gunther Roelkens, Geert Morthier
PAM-4 and Duobinary direct modulation of a hybrid InP/SOI DFB laser for 40 Gb/s transmission over 2 km single mode fiber. OFC (2016)
Andrew Katumba, B. Schneider, Joni Dambre, Peter Bienstman
An integrated Photonics Reservoir Computing approach to signal equalization for telecommunications. ICTON (2016)
Andrew Katumba, Peter Bienstman, Joni Dambre
Photonic reservoir computing approaches to nanoscale computation. NANOCOM (2015)
Michael Kyesswa, Amru Mbajja, Arthur Tumusiime Asiimwe, Cosmas Mwikirize, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime
An Online Digital Filters and Sound Effects Laboratory Utilizing NI SPEEDY 33 and LabVIEW DSP Module. ITNG (2011)
Cosmas Mwikirize, Arthur Tumusiime Asiimwe, Lea Musasizi, Victoria Namuswa, Mary Dawn Nakasozi, Charles Mugga, Andrew Katumba, Sandy Stevens Tickodri-Togboa, Julius Butime, Paul Isaac Musasizi
Development of Online Laboratories for Modulation and Combinational Logic Circuit Analysis Using NI ELVIS II. ITNG (2010)
Cosmas Mwikirize, Arthur Tumusiime Asiimwe, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime
New Dimensions in Teaching Digital Electronics: A Multimode Laboratory Utilizing NI ELVIS IITM, LabVIEW and NI Multisim. Int. J. Online Eng. 6 (4) (2010)