EEG-based emotion recognition using random Convolutional Neural Networks

Wen Cheng; Ruobin Gao; Ponnuthurai Nagaratnam Suganthan; Kum Fai Yuen

doi:10.1016/j.engappai.2022.105349

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EEG-based emotion recognition using random Convolutional Neural Networks

Wen Cheng Ruobin Gao Ponnuthurai Nagaratnam Suganthan Kum Fai Yuen

Year: 2022 Journal: Engineering Applications of Artificial Intelligence Vol: 116 Pages: 105349-105349 Publisher: Elsevier BV

DOI: 10.1016/j.engappai.2022.105349

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Keywords:

Computer science Convolutional neural network Artificial intelligence Support vector machine Pattern recognition (psychology) Electroencephalography Deep learning Backpropagation Machine learning Random forest Artificial neural network

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0.96

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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

Blind Source Separation Techniques

Physical Sciences → Computer Science → Signal Processing

EEG-based emotion recognition using random Convolutional Neural Networks

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Citation History

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