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Kaushalya Kumarasinghe
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 3
Top Topics
Deep Learning
Single Trial
Neural Network
Fuzzy Artmap
Top Venues
ICRA
IJCNN
Neural Networks
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Publications
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Kaushalya Kumarasinghe
,
Nikola K. Kasabov
,
Denise Taylor
Deep learning and deep knowledge representation in Spiking Neural Networks for Brain-Computer Interfaces.
Neural Networks
121 (2020)
Kaushalya Kumarasinghe
,
Denise Taylor
,
Nikola K. Kasabov
eSPANNet: Evolving Spike Pattern Association Neural Network for Spike-based Supervised Incremental Learning and Its Application for Single-trial Brain Computer Interfaces.
IJCNN
(2019)
Kaushalya Kumarasinghe
,
Mahonri Owen
,
Denise Taylor
,
Nikola K. Kasabov
,
Chi Kit
FaNeuRobot: A Framework for Robot and Prosthetics Control Using the NeuCube Spiking Neural Network Architecture and Finite Automata Theory.
ICRA
(2018)