most citedToward Compact Deep Neural Networks via Energy-Aware Pruning

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cs.HC2020

Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining

Byeong-Hoo Lee, Ji-Hoon Jeong, Kyung-Hwan Shim +1

Brain-computer interface (BCI) decodes brain signals to understand user intention and status. Because of its simple and safe data acquisition process, electroencephalogram (EEG) is…

cs.HC2020

Classification of Upper Limb Movements \newline Using Convolutional Neural Network \newline with 3D Inception Block

D. -Y. Lee, J. -H. Jeong, K. -H. Shim +1

A brain-machine interface (BMI) based on electroencephalography (EEG) can overcome the movement deficits for patients and real-world applications for healthy people. Ideally, the B…