BrainBeats as an Open-Source EEGLAB Plugin to Jointly Analyze EEG and Cardiovascular Signals

1.4K Views

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08:22 min

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April 26th, 2024

DOI :

10.3791/65829-v

April 26th, 2024

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Cédric Cannard¹^,², Helané Wahbeh²^,³, Arnaud Delorme¹^,²^,⁴

¹Centre de Recherche Cerveau et Cognition (CerCo), CNRS, Toulouse III University, ²Institute of Noetic Sciences (IONS), ³Department of Neurology, Oregon Health & Science University, ⁴Swartz Center of Computational Neuroscience (SCCN), INC, UCSD

Transcript

Summary

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Cardiovascular Signals

Multimodal Analysis

Brain heart Interplay

Feature Extraction

Data Visualization

Heartbeat evoked Potentials

Heart rate Variability

Machine Learning Models

Graphical User Interface

Automated Extraction

Cognitive States

Chapters in this video

0:00

Introduction

1:01

Setting Up and Analyzing Heartbeat-‐voked Potentials (HEP) with BrainBeats in EEGLAB

4:44

Extracting EEG and Heart‐Rate Variability (HRV) Features and Heart Artifacts with BrainBeats in EEGLAB

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