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Kaushalya Kumarasinghe

Kaushalya Kumarasinghe

ICL Business School - Auckland / New Zealand
Engineering & Technology / Computer Science
AD Scientific Index ID: 5008449
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person_outline Kaushalya Kumarasinghe's MOST POPULAR ARTICLES
1-) Brain-inspired spiking neural networks for decoding and understanding muscle activity and kinematics from electroencephalography signals during hand movements Scientific reports 11 (1), 2486, 2021
2-) Deep learning and deep knowledge representation in spiking neural networks for brain-computer interfaces Neural Networks 121, 169-185, 2020
3-) FaNeuRobot: a framework for robot and prosthetics control using the neucube spiking neural network architecture and finite automata theory 2018 IEEE international conference on robotics and automation (ICRA), 4465-4472, 2018
4-) Espannet: Evolving spike pattern association neural network for spike-based supervised incremental learning and its application for single-trial brain computer interfaces 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
5-) From von Neumann Architecture and Atanasoff’s ABC to neuromorphic computation and Kasabov’s NeuCube. Part II: applications Practical Issues of Intelligent Innovations, 17-36, 2018