Real-Time On-Chip Machine-Learning-Based Wearable Behind-The-Ear Electroencephalogram Device for Emotion Recognition

In this study, we propose an end-to-end emotion recognition system using an ear-electroencephalogram (EEG)-based on-chip device that is enabled using the machine-learning model. The system has an integrated device that gathers EEG signals from electrodes positioned behind the ear; it is more practic...

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Bibliographic Details
Main Authors: Ngoc-Dau Mai, Ha-Trung Nguyen, Wan-Young Chung
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10124208/