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Navin Cooray
Navin Cooray
Research Scientist at CSIRO
在 csiro.au 的电子邮件经过验证
标题
引用次数
引用次数
年份
SeqSleepNet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (3 …, 2019
4132019
Joint classification and prediction CNN framework for automatic sleep stage classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Biomedical Engineering 66 (5), 1285-1296, 2018
3832018
Automatic sleep stage classification using single-channel eeg: Learning sequential features with attention-based recurrent neural networks
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
2018 40th annual international conference of the IEEE engineering in …, 2018
1372018
Multichannel sleep stage classification and transfer learning using convolutional neural networks
F Andreotti, H Phan, N Cooray, C Lo, MTM Hu, M De Vos
2018 40th annual international conference of the IEEE engineering in …, 2018
932018
DNN filter bank improves 1-max pooling CNN for single-channel EEG automatic sleep stage classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
2018 40th annual international conference of the IEEE engineering in …, 2018
922018
Detection of REM sleep behaviour disorder by automated polysomnography analysis
N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos
Clinical Neurophysiology 130 (4), 505-514, 2019
782019
Proof of concept: Screening for REM sleep behaviour disorder with a minimal set of sensors
N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos
Clinical Neurophysiology 132 (4), 904-913, 2021
122021
Automating the detection of REM sleep behaviour disorder
N Cooray, F Andreotti, C Lo, M Symmonds, MTM Hu, M De Vos
2018 40th annual international conference of the IEEE engineering in …, 2018
82018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
P Huy, F Andreotti, N Cooray, OY Chen, M De Vos
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (3 …, 2019
12019
Default Mode Network Detection using EEG in Real-time
N Cooray, C Gohil, B Harris, S Frost, C Higgins
medRxiv, 2024.04. 03.24305235, 2024
2024
Disrupting the default mode network through real-time closed loop neurofeedback
N Cooray, A Moffa, C Higgins, B Harris, J Chan, S Nikolin
OSF, 2023
2023
Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography
N Cooray, Z Li, J Wang, C Lo, M Arvaneh, M Symmonds, M Hu, M De Vos, ...
2022 25th International Conference on Information Fusion (FUSION), 01-08, 2022
2022
Screening for REM Sleep Behaviour Disorder with Minimal Sensors
N Cooray, F Andreotti, C Lo, M Symmonds, M Hu, M De Vos
arXiv preprint arXiv:1910.11702, 2019
2019
Arousal Detection in Multimodal Sleep Recordings using Hidden Markov Models
F Andreotti, O Carr, K Pillay, N Cooray, H Phan, M De Vos
Illustration of SeqSleepNet, as described in the paper “SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging”
H Phan, F Andreotti, N Cooray, OY Chén
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