A Dense Long Short-Term Memory Model for Enhancing the Imagery-Based Brain-Computer Interface

Table 3

Comparison of average accuracy and running time of classification algorithm.

Classification algorithm	Classification accuracy (%)	Running time (sec)
Dense LSTM	91.56	3.79
LSTM	90.01	4.23
RNN	85.34	4.56
GRU	83.56	6.15
CNN	81.49	5.32
SVM	70.86	4.69
Bayesian	69.45	6.48