Navin Cooray

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All published works

Action	Title	Year	Authors
+ PDF Chat	Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography	2022	Navin Cooray Zhenglin Li Jinzhuo Wang Christine Lo Mahnaz Arvaneh Mkael Symmonds Joshua Shulman Maarten De Vos Lyudmila Mihaylova
+	Detection of REM sleep behaviour disorder by automated polysomnography analysis	2019	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos
+ PDF Chat	SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging	2019	Huy Phan Fernando Andreotti Navin Cooray Oliver Y. Chén Maarten De Vos
+	Screening for REM Sleep Behaviour Disorder with Minimal Sensors	2019	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos
+	Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis	2018	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos
+	Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification	2018	Huy Phan Fernando Andreotti Navin Cooray Oliver Y. Chén Maarten De Vos
+	Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis	2018	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos

Common Coauthors

Coauthor	Papers Together
Maarten De Vos	7
Fernando Andreotti	6
Mkael Symmonds	5
Joshua Shulman	5
Christine Lo	5
Huy Phan	2
Oliver Y. Chén	2
Zhenglin Li	1
Lyudmila Mihaylova	1
Jinzhuo Wang	1
Mahnaz Arvaneh	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG	2017	Akara Supratak Hao Dong Chao Wu Yike Guo	3
+ PDF Chat	A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series	2018	Stanislas Chambon Mathieu Galtier Pierrick J. Arnal Gilles Wainrib Alexandre Gramfort	3
+	Detection of REM sleep behaviour disorder by automated polysomnography analysis	2019	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos	3
+ PDF Chat	Audio Scene Classification with Deep Recurrent Neural Networks	2017	Huy Phan Philipp Koch Fabrice Katzberg Marco Maaß Radoslaw Mazur Alfred Mertins	2
+ PDF Chat	Neural network analysis of sleep stages enables efficient diagnosis of narcolepsy	2018	Jens B. Stephansen A N Olesen Mads Olsen Aditya Ambati Eileen Leary Hyatt Moore Oscar Carrillo Ling Lin Fang Han Han Yan	2
+	Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks	2016	Orestis Tsinalis Paul M. Matthews Yike Guo Stefanos Zafeiriou	2
+	Personalizing deep learning models for automatic sleep staging	2018	Kaare B. Mikkelsen Maarten De Vos	2
+	Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification	2018	Huy Phan Fernando Andreotti Navin Cooray Oliver Y. Chén Maarten De Vos	2
+	Personalizing deep learning models for automatic sleep staging	2018	Kaare B. Mikkelsen Maarten De Vos	2
+ PDF Chat	Mixed Neural Network Approach for Temporal Sleep Stage Classification	2017	Hao Dong Akara Supratak Wei Pan Chao Wu Paul M. Matthews Yike Guo	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2
+	TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems	2016	Martı́n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Gregory S. Corrado Andy Davis Jay B. Dean Matthieu Devin	2
+ PDF Chat	The Measurement of Observer Agreement for Categorical Data	1977	J. Richard Landis Gary G. Koch	2
+	A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series	2017	Stanislas Chambon Mathieu Galtier Pierrick J. Arnal Gilles Wainrib Alexandre Gramfort	1
+	The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy.	2017	Jens B. Stephansen Aditya Ambati Eileen Leary Hyatt Moore Oscar Carrillo Ling Lin Birgit Högl Ambra Stefani Seung Chul Hong Tae Won Kim	1
+ PDF Chat	SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging	2019	Huy Phan Fernando Andreotti Navin Cooray Oliver Y. Chén Maarten De Vos	1
+	Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis	2018	Navin Cooray Fernando Andreotti Christine Lo Mkael Symmonds Joshua Shulman Maarten De Vos	1
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	1
+ PDF Chat	Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks	2016	Huy Phan Lars Hertel Marco Maaß Alfred Mertins	1
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+	Variational Inference: A Review for Statisticians	2017	David M. Blei Alp Kucukelbir Jon McAuliffe	1
+ PDF Chat	Sleep-wake classification via quantifying heart rate variability by convolutional neural network	2018	John Malik Yu‐Lun Lo Hau‐Tieng Wu	1
+	Recurrent Batch Normalization	2016	Tim Cooijmans Nicolas Ballas César Laurent Çaǧlar Gülçehre Aaron Courville	1
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	1
+	Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning	2023	Biying Fu Naser Damer Florian Kirchbuchner Arjan Kuijper	1
+	Convolutional Neural Networks for Sentence Classification	2014	Yoon Kim	1
+ PDF Chat	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	1
+	Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling	2014	Jun‐Young Chung Çaǧlar Gülçehre Kyunghyun Cho Yoshua Bengio	1
+ PDF Chat	A ‘missing’ family of classical orthogonal polynomials	2011	Luc Vinet Alexei Zhedanov	1
+ PDF Chat	Measuring agreement in method comparison studies with heteroscedastic measurements	2013	Lakshika S. Nawarathna Pankaj K. Choudhary	1
+ PDF Chat	A tutorial on Bayesian nonparametric models	2011	Samuel J. Gershman David M. Blei	1
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	1
+	End-to-End Training of Deep Visuomotor Policies	2015	Sergey Levine Chelsea Finn Trevor Darrell Pieter Abbeel	1
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1
+	Natural Language Processing (almost) from Scratch	2011	Ronan Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa	1
+	End to End Learning for Self-Driving Cars	2016	Mariusz Bojarski Davide Del Testa Daniel Dworakowski Bernhard Firner Beat Flepp Prasoon Goyal Lawrence D. Jackel Mathew Monfort Urs Müller Jiakai Zhang	1
+	DNN Filter Bank Cepstral Coefficients for Spoofing Detection	2017	Hong Yu Zheng‐Hua Tan Yiming Zhang Zhanyu Ma Jun Guo	1