Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Enabling Performance as a Service for a Cloud Storage System
Yang Li, Li Guo, Akara Supratak, and Yike GuoIEEE International Conference on Cloud Computing (CLOUD), 2014
Feature Extraction with Stacked Autoencoders for Epileptic Seizure Detection
Akara Supratak, Ling Li and Yike GuoIEEE Engineering in Medicine and Biology Society (EMBC), 2014
Survey on Feature Extraction and Applications of Biosignals
Akara Supratak, Chao Wu, Hao Dong, Kai Sun and Yike GuoMachine Learning for Health Informatics, 2016
Remote Actigraphy for Quantitative Assessment of Walking Speed in People with MS
Akara Supratak, Gourab Datta, Chao Wu, Simiao Yu, Caroline D'Arcy, Richard Nicholas, Yike Guo and Paul MatthewsAmerican Academic of Neurology (ANN), 2016
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Akara Supratak, Hao Dong, Chao Wu and Yike GuoIEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017
Mixed Neural Network Approach for Temporal Sleep Stage Classification
Hao Dong, Akara Supratak, Wei Pan, Chao Wu, Paul M Matthews and Yike GuoIEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development
Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu and Yike GuoACM Multimedia 2017
Towards Desynchronization Detection in Biosignals
Akara Supratak, Steffen Schneider, Hao Dong, Ling Li and Yike GuoNIPS Time Series Workshop 2017
Remote Monitoring in the Home Validates Clinical Gait Measures for Multiple Sclerosis
Akara Supratak, Gourab Datta, Arie R. Gafson, Richard Nicholas, Yike Guo and Paul M. MatthewsFrontiers in Neurology, 2018
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring Based on Raw Single-Channel EEG
Akara Supratak and Yike Guo42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, 2020
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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