Questionable Classification Accuracy Reported in "Designing a Sum of Squared Correlations Framework for Enhancing SSVEP-Based BCIs"

This commentary presents a replication study to verify the effectiveness of a sum of squared correlations (SSCOR)-based steady-state visual evoked potentials (SSVEPs) decoding method proposed by Kumar et al.. We implemented the SSCOR-based method in accordance with their descriptions and estimated i...

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Bibliographic Details
Published in:IEEE transactions on neural systems and rehabilitation engineering 2020-04, Vol.28 (4), p.1042-1043
Main Authors: Nakanishi, Masaki, Xu, Minpeng, Wang, Yijun, Chiang, Kuan-Jung, Han, Jin, Jung, Tzyy-Ping
Format: Article
Language:English
Subjects:
Accuracy
Benchmark testing
Brain-computer interfaces
Classification
Correlation
Datasets
electroencephalography
Neural engineering
Social classes
Steady-state
steady-state visual evoked potentials
sum of squared correlations
Task analysis
task-related component analysis
Training
Visual evoked potentials
Visualization
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