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Kyung-Hwan Shim
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2020 – today
- 2021
- [i5]Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang:
Toward Compact Deep Neural Networks via Energy-Aware Pruning. CoRR abs/2103.10858 (2021) - 2020
- [c8]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: 1-5 - [c7]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: 1-5 - [c6]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: 1354-1358 - [c5]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: 1359-1363 - [i4]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 abs/2002.00210 (2020) - [i3]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 abs/2002.01121 (2020) - [i2]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 abs/2002.01122 (2020) - [i1]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 abs/2005.02602 (2020)
2010 – 2019
- 2019
- [c4]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: 5544-5547 - [c3]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 - [c2]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: 2785-2790 - 2018
- [c1]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: 515-518
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