Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction

Jianguo Wang; Hui-Min Shao; Yuan Yao; Jianlong Liu; Huaping Sun; Shiwei Ma

doi:10.1016/j.asoc.2022.109534

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Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction

Jianguo Wang Hui-Min Shao Yuan Yao Jianlong Liu Huaping Sun Shiwei Ma

Year: 2022 Journal: Applied Soft Computing Vol: 128 Pages: 109534-109534 Publisher: Elsevier BV

DOI: 10.1016/j.asoc.2022.109534

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Keywords:

Computer science Convolutional neural network Electroencephalography Pattern recognition (psychology) Feature extraction Convolution (computer science) Artificial intelligence Brain–computer interface Feature (linguistics) Speech recognition Channel (broadcasting) Interface (matter) Artificial neural network

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EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Emotion and Mood Recognition

Social Sciences → Psychology → Experimental and Cognitive Psychology

Gaze Tracking and Assistive Technology

Physical Sciences → Computer Science → Human-Computer Interaction

Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction

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