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Andrew Katumba
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 19
Top Topics
Speech Corpus
Machine Learning
Reservoir Computing
Neural Network
Top Venues
CoRR
OFC
ICTON
Comput. Electron. Agric.
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Publications
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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)
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)