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P300-Based Brain-Computer Interface Speller Performance Estimation with Classifier-Based Latency Estimation

463 Views

06:09 min

September 8th, 2023

DOI :

10.3791/64959-v

September 8th, 2023


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P300 Based Brain Computer Interface

Chapters in this video

0:00

Introduction

0:27

Installing and Configuring the CBLE Performance Estimation Graphical User Interface

1:33

Data Splitting, Model Training, and Accuracy Evaluation for BrainInvaders Dataset

3:05

Data Splitting and Model Training for BCI2000 Dataset

4:28

Results I: Analysis of BrainInvaders Dataset Using vCBLE as a Predictor of BCI Accuracy

5:07

Results II: Analysis of Michigan Dataset Using vCBLE as a Predictor of BCI Accuracy

5:43

Conclusion

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