Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study

Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study

In this paper, we present a method to improve emotion recognition based on the fusion of local cortical activations and dynamic functional network patterns. We estimate the cortical activations using power spectral density (PSD) with the Burg autoregressive model. On the other hand, we estimate the...

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Bibliographic Details
Main Authors: Fares Al-Shargie, Usman Tariq, Meera Alex, Hasan Mir, Hasan Al-Nashash
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Emotion
electroencephalogram (EEG)
cortical activation
functional connectivity network patterns
fusion
classification
Online Access:https://ieeexplore.ieee.org/document/8849985/

Internet

https://ieeexplore.ieee.org/document/8849985/

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