Emotion Recognition of EEG Signals Based on Channel Attention Convolution Neural Network

Xiu Zhang; Xun Pei; Xin Zhang

doi:10.1007/978-981-99-2362-5_12

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Emotion Recognition of EEG Signals Based on Channel Attention Convolution Neural Network

Xiu Zhang Xun Pei Xin Zhang

Year: 2023 Lecture notes in electrical engineering Pages: 90-97 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-99-2362-5_12

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Keywords:

Computer science Electroencephalography Artificial intelligence Softmax function Overfitting Pattern recognition (psychology) Convolutional neural network Speech recognition Artificial neural network Psychology

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Topics

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

Emotion Recognition of EEG Signals Based on Channel Attention Convolution Neural Network

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