A Two-Step Framework to Recognize Emotion Using the Combinations of Adjacent Frequency Bands of EEG

A Two-Step Framework to Recognize Emotion Using the Combinations of Adjacent Frequency Bands of EEG

Electroencephalography (EEG)-based emotion recognition technologies can effectively help robots to perceive human behavior, which have attracted extensive attention in human–machine interaction (HMI). Due to the complexity of EEG data, current researchers tend to extract different types of hand-craf...

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Bibliographic Details
Main Authors: Zhipeng Zhang, Liyi Zhang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
electroencephalogram
emotion recognition
homogeneous collaboration representation
circular multi-grained scanning
ensemble learning
Online Access:https://www.mdpi.com/2076-3417/13/3/1954

Internet

https://www.mdpi.com/2076-3417/13/3/1954

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