Msst-eegnet: multi-scale spatio-temporal feature extraction using inception and temporal pyramid pooling for motor imagery classification - Mishra, Rashmi; Agrawal, R. K.; Kirar, Jyoti Singh (Cognitive neurodynamics, 2025)
Keywords: Accuracy; Artificial Intelligence; Biochemistry; Biochips; Biomedical and Life Sciences; Biomedicine; Brain; Brain research; Classification; Cognitive Psychology; Competition; Computer applications; Computer Science; Convolution; Datasets; Deep learning; Electroencephalography; Feature extraction; Fourier transforms; Human-computer interface; Imagery; Implants; Machine learning; Mental task performance; Modules; Motor task performance; Neurosciences; Research Article; Signal to noise ratio; Statistical analysis; Statistical tests; Temporal variations; Transfer learning; Inception module; Dilated convolution; Brain computer interface; Multi-class motor imagery classification; Temporal pyramid pooling