Intent recognition in smart living through deep recurrent neural networks

• Main Authors: ZHANG, Xiang, YAO, Lina, HUANG, Chaoran, SHENG, Quan Z., WANG, Xianzhi
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Deep learning; EEG; Intent recognition; Smart home; Digital Communications and Networking; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/3873; https://ink.library.smu.edu.sg/context/sis_research/article/4875/viewcontent/typeinst.pdf
• Institution: Singapore Management University

Electroencephalography (EEG) signal based intent recognition has recently attracted much attention in both academia and industries, due to helping the elderly or motor-disabled people controlling smart devices to communicate with outer world. However, the utilization of EEG signals is challenged by...