Deep temporal networks for EEG-based motor imagery recognition

N Sharma, A Upadhyay, M Sharma, A Singhal - Scientific Reports, 2023 - nature.com
The electroencephalogram (EEG) based motor imagery (MI) signal classification, also
known as motion recognition, is a highly popular area of research due to its applications in …

A Spatiotemporal Feature Extraction Technique Using Superlet-CNN Fusion for Improved Motor Imagery Classification

N Sharma, M Sharma, A Singhal, N Fatema… - IEEE …, 2024 - ieeexplore.ieee.org
In the realm of Brain-Computer Interface (BCI) research, the precise decoding of motor
imagery electroencephalogram (MI-EEG) signals is pivotal for the realization of systems that …