Pattern classification to optimize the performance of Transcranial Doppler Ultrasonography-based brain machine interface
Determined features and classifiers that maximize TCDBCI performance. Identified algorithms conducive to online TCDBCI implementation. Achieved competitive accuracies while minimizing mental task duration.
transcranial doppler (tcd) ultrasonography braincomputer interface (bci) linear discriminant analysis (lda) bayesian classifier feature selection