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Optimized temporal pattern of brain stimulation designed by computational evolution

Science translational medicine, 2017-01, Vol.9 (371)

2017

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Effective deep brain stimulation suppresses low-frequency network oscillations in the basal ganglia by regularizing neural firing patterns

The Journal of neuroscience, 2012-11, Vol.32 (45), p.15657-15668

2012

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Failure to suppress low-frequency neuronal oscillatory activity underlies the reduced effectiveness of random patterns of deep brain stimulation

Journal of neurophysiology, 2016-06, Vol.115 (6), p.2791-2802

2016

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Relative contributions of local cell and passing fiber activation and silencing to changes in thalamic fidelity during deep brain stimulation and lesioning: a computational modeling study

Journal of computational neuroscience, 2012-06, Vol.32 (3), p.499-519

2012

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Frequency-dependent, transient effects of subthalamic nucleus deep brain stimulation on methamphetamine-induced circling and neuronal activity in the hemiparkinsonian rat

Behavioural brain research, 2017-03, Vol.320, p.119-127

2017

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Prediction and detection of seizures from simultaneous thalamic and scalp electroencephalography recordings

Journal of neurosurgery, 2017-06, Vol.126 (6), p.2036-2044

2017

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Characterizing Effects of Subthalamic Nucleus Deep Brain Stimulation on Methamphetamine-Induced Circling Behavior in Hemi-Parkinsonian Rats

IEEE transactions on neural systems and rehabilitation engineering, 2012-09, Vol.20 (5), p.626-635

2012

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Increased Theta Oscillations During Motor Imagery in a Subject with Late-stage ALS

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.1078-1081

2018

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Intention Estimation Based Adaptive Unscented Kalman Filter for Online Neural Decoding

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.5808-5811

2021

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Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Vol.2022, p.3534-3537

2022

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Early Prediction of Wound Healing Outcome Based on Chronic Wound Registry Database

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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Robust Local Field Potential-based Neural Decoding by Actively Selecting Discriminative Channels

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.1992-1995

2018

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Reject option to reduce false prediction rates for EEG-motor imagery based BCI

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.2964-2967

2017

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Towards a Wireless Implantable Brain-Machine Interface for Locomotion Control

Handbook of Neuroengineering, p.1003-1022

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Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.3007-3010

2020

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EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, Vol.2018, p.1996-1999

2018

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Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.1922-1925

2017

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Prefrontal Cortical Activation While Doing Mindfulness Task: a Pilot Functional Near-Infrared Spectroscopy Study

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Vol.2020, p.2905-2908

2020

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Stop state classification in intracortical brain-machine-interface

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Vol.2017, p.1926-1929

2017

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Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015, Vol.2015, p.1091-1094

2015

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On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, Vol.2014, p.3049-3052

2014

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Improved Decoding of EEG-Based Motor Imagery Using Convolutional Neural Network and Data Space Adaptation

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019, p.1-4

2019

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Image-based Motor Imagery EEG Classification using Convolutional Neural Network

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019, p.1-4

2019

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Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019, p.1-4

2019

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Motor cortical adaptation induced by closed-loop BCI

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, p.21-24

2015

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Optimized temporal pattern of brain stimulation designed by computational evolution

Effective deep brain stimulation suppresses low-frequency network oscillations in the basal ganglia by regularizing neural firing patterns

Failure to suppress low-frequency neuronal oscillatory activity underlies the reduced effectiveness of random patterns of deep brain stimulation

Relative contributions of local cell and passing fiber activation and silencing to changes in thalamic fidelity during deep brain stimulation and lesioning: a computational modeling study

Frequency-dependent, transient effects of subthalamic nucleus deep brain stimulation on methamphetamine-induced circling and neuronal activity in the hemiparkinsonian rat

Prediction and detection of seizures from simultaneous thalamic and scalp electroencephalography recordings

Characterizing Effects of Subthalamic Nucleus Deep Brain Stimulation on Methamphetamine-Induced Circling Behavior in Hemi-Parkinsonian Rats

Increased Theta Oscillations During Motor Imagery in a Subject with Late-stage ALS

Intention Estimation Based Adaptive Unscented Kalman Filter for Online Neural Decoding

Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network

Early Prediction of Wound Healing Outcome Based on Chronic Wound Registry Database

Robust Local Field Potential-based Neural Decoding by Actively Selecting Discriminative Channels

Reject option to reduce false prediction rates for EEG-motor imagery based BCI

Towards a Wireless Implantable Brain-Machine Interface for Locomotion Control

Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network

EEG Channel Selection Based on Correlation Coefficient for Motor Imagery Classification: A Study on Healthy Subjects and ALS Patient

Boosting performance in brain-machine interface by classifier-level fusion based on accumulative training models from multi-day data

Prefrontal Cortical Activation While Doing Mindfulness Task: a Pilot Functional Near-Infrared Spectroscopy Study

Stop state classification in intracortical brain-machine-interface

Combining firing rate and spike-train synchrony features in the decoding of motor cortical activity

On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity

Improved Decoding of EEG-Based Motor Imagery Using Convolutional Neural Network and Data Space Adaptation

Image-based Motor Imagery EEG Classification using Convolutional Neural Network

Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings

Motor cortical adaptation induced by closed-loop BCI

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