Elnaz Vafaei

3PUBLICATIONS
3CO-AUTHORS
Signal processingPattern recognitionLearning, motivation and emotion
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Publications (3)

|Mar 17, 2025
Transformers in EEG Analysis: A Review of Architectures and Applications in Motor Imagery, Seizure, and Emotion Classification.

Elnaz Vafaei, Mohammad Hosseini

|Oct 15, 2024
Feature Extraction With Stacked Autoencoders for EEG Channel Reduction in Emotion Recognition.

Elnaz Vafaei, Fereidoun Nowshiravan Rahatabad, Seyed Kamaledin Setarehdan

|Jan 30, 2023
Extracting a Novel Emotional EEG Topographic Map Based on a Stacked Autoencoder Network.

Elnaz Vafaei, Fereidoun Nowshiravan Rahatabad, Seyed Kamaledin Setarehdan

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Frequent Collaborators

2 joint publications

Fereidoun Nowshiravan Rahatabad

2 joint publications

Seyed Kamaledin Setarehdan

2 joint publications

Parviz Azadfallah