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  1. Article

    EEG-Based Anxious States Classification Using Affective BCI-Based Closed Neurofeedback System

    Anxiety disorder is one of the psychiatric disorders that involves extreme fear or worry, which can change the balance of chemicals in the brain. To the best of our knowledge, the evaluation of anxiety state i...

    Chao Chen, Xuecong Yu… in Journal of Medical and Biological Engineer… (2021)

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    Chapter and Conference Paper

    Automatic Sleep Spindle Detection and Analysis in Patients with Sleep Disorders

    Nowadays, Sleep disorder is a common disease, and spindle spindles are important features of the second stage non-rapid eye movement (NREM) sleep. In this paper, we propose an improved automatic detection meth...

    Chao Chen, Xuequan Zhu… in Human Brain and Artificial Intelligence (2021)

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    Article

    The Mixed Kernel Function SVM-Based Point Cloud Classification

    Measurement and detection of ground information by airborne Lidar are one of the hot topics in the field of intelligent sensing in recent years. This study proposes a new point cloud classification algorithm o...

    Chao Chen, **aomin Li… in International Journal of Precision Enginee… (2019)

  4. Article

    Open Access

    Map** ECoG channel contributions to trajectory and muscle activity prediction in human sensorimotor cortex

    Studies on brain-machine interface techniques have shown that electrocorticography (ECoG) is an effective modality for predicting limb trajectories and muscle activity in humans. Motor control studies have als...

    Yasuhiko Nakanishi, Takufumi Yanagisawa, Duk Shin, Hiroyuki Kambara… in Scientific Reports (2017)

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    Chapter

    Motor Control Theory and Brain-Machine Interfaces

    Noninvasive measurement method, such as EEG, fMRI, or NIRS, has been used for brain-computer interface.

    Yasuharu Koike, Natsue Yoshimura, Duk Shin… in Clinical Systems Neuroscience (2015)

  6. No Access

    Chapter and Conference Paper

    Brain–Machine Interfaces Based on Computational Model

    The research about brain computer interface or brain machine interface has been widely developed in this decade. Implant methods are already used for eye or ear as retinal implant or cochlear implant, these de...

    Yasuharu Koike, Hiroyuki Kambara… in Systems Neuroscience and Rehabilitation (2011)

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    Article

    Abstracts for the 6th Congress of Asian Sleep Research Society

    Seog Ju Kim, In Kyoon Lyoo, Yu-** Lee, Do-Un Jeong… in Sleep and Biological Rhythms (2009)

  8. No Access

    Chapter and Conference Paper

    Using a MyoKinetic Synthesizer to Control of Virtual Instruments

    We have been develo** a new type of human-computer interface, myokinetic synthesizer (MyoKinSynthesizer), using electromyography (EMG) signals. It enables a user to select virtual instruments and to control ...

    Duk Shin, Atsushi Katayama, Kyoungsik Kim… in Advances in Artificial Reality and Tele-Ex… (2006)