EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning

Author:

Pulver Dustin1ORCID,Angkan Prithila1ORCID,Hungler Paul1ORCID,Etemad Ali1ORCID

Affiliation:

1. Queen's University, Canada

Publisher

ACM

Reference48 articles.

1. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

2. Prithila Angkan Behnam Behinaein Zunayed Mahmud Anubhav Bhatti Dirk Rodenburg Paul Hungler and Ali Etemad. 2023. Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. arxiv:2304.04273 [cs.LG] Prithila Angkan Behnam Behinaein Zunayed Mahmud Anubhav Bhatti Dirk Rodenburg Paul Hungler and Ali Etemad. 2023. Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines. arxiv:2304.04273 [cs.LG]

3. Pavlo Antonenko , Fred Paas , Roland Grabner , and Tamara Van Gog . 2010. Using electroencephalography to measure cognitive load. Educational psychology review 22 ( 2010 ), 425–438. Pavlo Antonenko, Fred Paas, Roland Grabner, and Tamara Van Gog. 2010. Using electroencephalography to measure cognitive load. Educational psychology review 22 (2010), 425–438.

4. A Transformer Architecture for Stress Detection from ECG

5. Francesco  N Biondi , Babak Saberi , Frida Graf , Joel Cort , Prarthana Pillai , and Balakumar Balasingam . 2023. Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks. Applied ergonomics 106 ( 2023 ), 103867. Francesco N Biondi, Babak Saberi, Frida Graf, Joel Cort, Prarthana Pillai, and Balakumar Balasingam. 2023. Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks. Applied ergonomics 106 (2023), 103867.

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