Andrew Katumba

According to our database, Andrew Katumba authored at least 25 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Computer vision and deep learning in insects for food and feed production: A review.

Sarah Nawoya, Frank Ssemakula, Roseline Akol, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Cosmas Mwikirize, Andrew Katumba, Grum Gebreyesus

Comput. Electron. Agric., January, 2024

Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification.

Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya, Rose Nakibuule, Andrew Katumba

CoRR, 2024

Luganda Speech Intent Recognition for IoT Applications.

Andrew Katumba, Sudi Murindanyi, John Trevor Kasule, Elvis Mugume

CoRR, 2024

Building a Luganda Text-to-Speech Model From Crowdsourced Data.

Sulaiman Kagumire, Andrew Katumba, Joyce Nakatumba-Nabende, John A. Quinn

CoRR, 2024

2023

Explainable Machine Learning Models for Swahili News Classification.

Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende

Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023

2022

The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition.

Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Joshua Meyer

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

Computing with Integrated Photonic Reservoirs.

Joni Dambre, Andrew Katumba, Chonghuai Ma, Stijn Sackesyn, Floris Laporte, Matthias Freiberger, Peter Bienstman

Proceedings of the Reservoir Computing, 2021

An Overview of Machine Learning-aided Optical Performance Monitoring Techniques.

Dativa K. Tizikara, Jonathan Serugunda, Andrew Katumba

CoRR, 2021

Face Recognition as a Method of Authentication in a Web-Based System.

Ben Wycliff Mugalu, Rodrick Calvin Wamala, Jonathan Serugunda, Andrew Katumba

CoRR, 2021

Time-aware deep neural networks for needle tip localization in 2D ultrasound.

Cosmas Mwikirize, Alvin B. Kimbowa, Sylvia Imanirakiza, Andrew Katumba, John L. Nosher, Ilker Hacihaliloglu

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves.

Andrew Katumba, Moses Bomera, Cosmas Mwikirize, Gorret Namulondo, Mary Gorret Ajero, Idd Ramathani, Olivia Nakayima, Grace Nakabonge, Dorothy Okello, Jonathan Serugunda

CoRR, 2020

Threshold Plasticity of Hybrid Sİ-VO2 Microring Resonators.

Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba, Florian Denis-Le Coarer, Damien Rontani, Marc Sciamanna, Peter Bienstman

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

2019

Training Passive Photonic Reservoirs With Integrated Optical Readout.

Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre

IEEE Trans. Neural Networks Learn. Syst., 2019

A Power-Efficient Architecture for On-Chip Reservoir Computing.

Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Photonic Resevoir Computing: A Brain-inspired Approach for Information Processing.

Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Silicon Photonics Neuromorphic Computing and its Application to Telecommunications (Invited).

Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman

Proceedings of the European Conference on Optical Communication, 2018

2017

A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing.

Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre

Cogn. Comput., 2017

69 Gb/s DMT direct modulation of a heterogeneously integrated InP-on-Si DFB laser.

Abdul Rahim, Amin Abbasi, Nuno Sequeira Andre, Andrew Katumba, Hadrien Louchet, Kasper Van Gasse, Roel Baets, Geert Morthier, Gunther Roelkens

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

On-Chip Passive Photonic Reservoir Computing with Integrated Optical Readout.

Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

2016

PAM-4 and Duobinary direct modulation of a hybrid InP/SOI DFB laser for 40 Gb/s transmission over 2 km single mode fiber.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

An integrated Photonics Reservoir Computing approach to signal equalization for telecommunications.

Andrew Katumba, Bendix Schneider, Joni Dambre, Peter Bienstman

Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

2015

Photonic reservoir computing approaches to nanoscale computation.

Andrew Katumba, Peter Bienstman, Joni Dambre

Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, 2015

2011

An Online Digital Filters and Sound Effects Laboratory Utilizing NI SPEEDY 33 and LabVIEW DSP Module.

Michael Kyesswa, Amru Mbajja, Arthur Tumusiime Asiimwe, Cosmas Mwikirize, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime

Proceedings of the Eighth International Conference on Information Technology: New Generations, 2011

2010

New Dimensions in Teaching Digital Electronics: A Multimode Laboratory Utilizing NI ELVIS IITM, LabVIEW and NI Multisim.

Cosmas Mwikirize, Arthur Tumusiime Asiimwe, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime

Int. J. Online Eng., 2010

Development of Online Laboratories for Modulation and Combinational Logic Circuit Analysis Using NI ELVIS II.

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

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010