How Does a Single EEG Channel Tell Us about Brain States in Brain-Computer Interfaces ?

Zaineb Ajra,Binbin Xu,Gerard Dray,Jacky Montmain,Stephane Perrey

2024 16TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION, HSI 2024（2024）

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关键词

Single Channel,Brain States,EEG Channels,Single-channel EEG,Neural Network,Convolutional Neural Network,Binary Classification,Cognitive Tasks,EEG Data,Multiple Channels,Specific Channel,Motor Imagery,Mental Arithmetic,Arithmetic Task,Multiple Electrodes,Brain-computer Interface System,Understanding Of The Brain,Motor Imagery Tasks,Mental Arithmetic Task,Deep Neural Network,Convolutional Neural Network Model,Brain-computer Interface Applications,Shallow Neural Network,Convolutional Neural Network Architecture,Raw EEG Signals,Wearable Devices,Disorders Of Consciousness,EEG Signals,Common Average Reference,Frontal Regions

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