Kyung-Hwan Shim

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 13

Top Topics

Transfer Learning

Classification Accuracy

Top Venues

Publications

Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang
Toward Compact Deep Neural Networks via Energy-Aware Pruning. CoRR (2021)
Byeong-Hoo Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Seong-Whan Lee
Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural network. CoRR (2020)
Byeong-Hoo Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim
Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining. BCI (2020)
Do-Yeun Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim
Classification of Upper Limb Movements Using Convolutional Neural Network with 3D Inception Block. BCI (2020)
Byeong-Hoo Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim
Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining. CoRR (2020)
Byeong-Hoo Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Seong-Whan Lee
Classification of High-Dimensional Motor Imagery Tasks Based on An End-To-End Role Assigned Convolutional Neural Network. ICASSP (2020)
Do-Yeun Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Seong-Whan Lee
Decoding Movement Imagination and Execution From Eeg Signals Using Bci-Transfer Learning Method Based on Relation Network. ICASSP (2020)
Kyung-Hwan Shim, Ji-Hoon Jeong, Seong-Whan Lee
Gradual Relation Network: Decoding Intuitive Upper Extremity Movement Imaginations Based on Few-Shot EEG Learning. CoRR (2020)
Do-Yeun Lee, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim
Classification of Upper Limb Movements Using Convolutional Neural Network with 3D Inception Block. CoRR (2020)
Kyung-Hwan Shim, Ji-Hoon Jeong, Byoung-Hee Kwon, Byeong-Hoo Lee, Seong-Whan Lee
Assistive Robotic Arm Control based on Brain-Machine Interface with Vision Guidance using Convolution Neural Network. SMC (2019)
Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim, Seong-Whan Lee
Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System. EMBC (2019)
Jeong-Hyun Cho, Ji-Hoon Jeong, Kyung-Hwan Shim, Seong-Whan Lee
Classification of various grasping tasks based on temporal segmentation method using EEG and EMG signals. GBCIC (2019)
Jeong-Hyun Cho, Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim, Seong-Whan Lee
Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control. SMC (2018)