A recursive Renyi's entropy estimator. - Deniz Erdogmus; José C. Príncipe; Sung-Phil Kim; Justin C. Sanchez (NNSP, 2002)

Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. - Justin C. Sanchez; Sung-Phil Kim; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (NNSP, 2002)

A hybrid subspace projection method for system identification. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; José C. Príncipe (ICASSP (6), 2003)

Modeling the relation from motor cortical neuronal firing to hand movements using competitive linear filters and a MLP. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Miguel A. L. Nicolelis (IJCNN, 2003)

Bimodal brain-machine interface for motor control of robotic prosthetic. - Shalom Darmanjian; Sung-Phil Kim; Michael C. Nechyba; Scott Morrison; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (IROS, 2003)

Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; Johan Wessberg; José Carlos Príncipe; Miguel A. L. Nicolelis (Neural Networks, 2003)

Learning mappings in brain machine interfaces with echo state networks. - Yadunandana N. Rao; Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; José C. Príncipe; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (ICASSP (5), 2005)

Separating Spatial and Temporal Activation Patterns in fMRI Using Competitive Subspace Projection. - Rui Yan; Guojun He; Deniz Erdogmus; Sung-Phil Kim; José C. Príncipe; Yijun Liu (ICASSP (2), 2005)

Sparse channel estimation with regularization method using convolution inequality for entropy. - Dongho Han; Sung-Phil Kim; José C. Príncipe (IJCNN, 2005)

Comparison of TDNN training algorithms in brain machine interfaces. - Yiwen Wang 002; Sung-Phil Kim; José C. Príncipe (IJCNN, 2005)

Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; Justin C. Sanchez; Miguel A. L. Nicolelis; José C. Príncipe (EURASIP J. Adv. Signal Process., 2005)

Nonlinear physically-based models for decoding motor-cortical population activity. - Gregory Shakhnarovich; Sung-Phil Kim; Michael J. Black (NIPS, 2006)

Self-organizing maps with dynamic learning for signal reconstruction. - Jeongho Cho; António R. C. Paiva; Sung-Phil Kim; Justin C. Sanchez; José Carlos Príncipe (Neural Networks, 2007)

Real time input subset selection for linear time-variant MIMO systems. - Sung-Phil Kim; Justin C. Sanchez; José Carlos Príncipe (Optim. Methods Softw., 2007)

A closed-loop Brain-Machine Interface simulator based on computer mouse control. - Yoomi Kwon; Sung-Phil Kim (CACSD, 2010)

Statistical spectral feature extraction for classification of epileptic EEG signals. - Seong-Hyeon Choe; Yoon Gi Chung; Sung-Phil Kim (ICMLC, 2010)

A Simulation Study on the Generative Neural Ensemble Decoding Algorithms. - Sung-Phil Kim; Min-Ki Kim; Gwi-Tae Park (ICPR, 2010)

Inter-channel Connectivity of Motor Imagery EEG Signals for a Noninvasive BCI Application. - Yoon Gi Chung; Min-Ki Kim; Sung-Phil Kim (PRNI, 2011)

A P300-Based Hangul Input System with a Hierarchical Stimulus Presentation Paradigm. - Tae-Hoon Lee; Tae-Eui Kam; Sung-Phil Kim (PRNI, 2011)

Learning by multiple human agents to perform a cooperative control task. - Won-jun Hong; Sung-Phil Kim (SMC, 2011)

A hierarchical stimulus presentation paradigm for a P300-based Hangul speller. - Tae-Hoon Lee; Tae-Eui Kam; Sung-Phil Kim (Int. J. Imaging Syst. Technol., 2011)

Correlation of fronto-central phase coupling with sensorimotor rhythm modulation. - Yoon Gi Chung; Jae-Hwan Kang; Sung-Phil Kim (Neural Networks, 2012)

Evaluation of somatosensory cortical differences between flutter and vibration tactile stimuli. - Sang Woo Han; Yoon Gi Chung; Hyung-Sik Kim; Soon-Cheol Chung; Jang-Yeon Park; Sung-Phil Kim (EMBC, 2013)

Computational Methods in Neuroengineering. - Chang-Hwan Im; Lei Ding 004; Yiwen Wang 002; Sung-Phil Kim (Comput. Math. Methods Medicine, 2013)

A Review on the Computational Methods for Emotional State Estimation from the Human EEG. - Min-Ki Kim; Miyoung Kim; Eunmi Oh; Sung-Phil Kim (Comput. Math. Methods Medicine, 2013)

Across-subject estimation of 3-back task performance using EEG signals. - Jinsoo Kim 003; Min-Ki Kim; Christian Wallraven; Sung-Phil Kim (CIBCI, 2014)

Modeling and Analysis of Neural Spike Trains. - Wei Wu 006; Asohan Amarasingham; Zhe (Sage) Chen; Sung-Phil Kim (Comput. Intell. Neurosci., 2014)

Neuronal Ensemble Decoding Using a Dynamical Maximum Entropy Model. - Duho Sin; Jinsoo Kim 003; Jee Hyun Choi; Sung-Phil Kim (J. Appl. Math., 2014)

Artifact removal from EEG signals using the total variation method. - Min-Ki Kim; Sung-Phil Kim (ASCC, 2015)

EEG correlates of user satisfaction of haptic sensation. - Wanjoo Park; Duchan Ki; Da-Hye Kim 001; Gyu Hyun Kwon; Sung-Phil Kim; Laehyun Kim (ICCE, 2015)

An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms. - Jae-Hwan Kang; Yoon Gi Chung; Sung-Phil Kim (Comput. Biol. Medicine, 2015)

EEG feature selection and the use of Lyapunov exponents for EEG-based biometrics. - Jae-Hwan Kang; Chung Ho Lee; Sung-Phil Kim (BHI, 2016)

EEG patterns of subacute stroke patients performing motor tasks correlate with motor functional outcome: Preliminary results. - Wanjoo Park; Yun-Hee Kim; Sung-Phil Kim; Laehyun Kim (EMBC, 2016)

ECG based user authentication for wearable devices using short time Fourier transform. - Se Young Chun; Jae-Hwan Kang; Hanvit Kim; Chung Ho Lee; Ian Oakley; Sung-Phil Kim (TSP, 2016)

Feature slection using mutual information for EEG-based biometrics. - Chung Ho Lee; Jae-Hwan Kang; Sung-Phil Kim (TSP, 2016)

Analysis of Nociceptive Information Encoded in the Temporal Discharge Patterns of Cutaneous C-Fibers. - Kyeongwon Cho; Jun-Ho Jang; Sung-Phil Kim; Sang Hoon Lee; Soon-Cheol Chung; In-Young Kim; Dong Pyo Jang; Sung Jun Jung (Frontiers Comput. Neurosci., 2016)

Neural Categorization of Vibrotactile Frequency in Flutter and Vibration Stimulations: An fMRI Study. - Junsuk Kim; Yoon Gi Chung; Soon-Cheol Chung; Heinrich H. Bülthoff; Sung-Phil Kim (IEEE Trans. Haptics, 2016)

Development of a multi-modal personal authentication interface. - Sung-Phil Kim; Jae-Hwan Kang; Young Chang Jo; Ian Oakley (APSIPA, 2017)

Feasibility of a wearable band type biometrie devices using skin spectroscopy. - Young Chang Jo; Hae Na Kim; Hyuck Ki Hong; Yeon Shik Choi; Suk Won Jung; Jae-Hwan Kang; Sung-Phil Kim (SMC, 2017)

Decoding upper limb kinematic parameters from motor cortical activity using a deep learning algorithm. - Jisung Park 003; Sung-Phil Kim (APSIPA, 2018)

A comparsion of artifact rejection methods for a BCI using event related potentials. - Minju Kim; Sung-Phil Kim (BCI, 2018)

Decoding movement information from cortical activity for invasive BMIs. - Min-Ki Kim; Sung-Phil Kim (BCI, 2018)

Neural correlates of anxiety induced by environmental events during driving. - Seungji Lee; Taejun Lee; Taeyang Yang; Eunbi Seomoon; Changrak Yoon; Sung-Phil Kim (TENCON, 2018)

Prediction of Daily Mental Stress Levels Using a Wearable Photoplethysmography Sensor. - Jongwoo Park; Jongsu Kim; Sung-Phil Kim (TENCON, 2018)

Gamma EEG Correlates of Haptic Preferences for a Dial Interface. - Wanjoo Park; Da-Hye Kim 001; Sung-Phil Kim; Jong-Hwan Lee; Laehyun Kim (IEEE Access, 2018)

Electroencephalographic feature evaluation for improving personal authentication performance. - Jae-Hwan Kang; Young Chang Jo; Sung-Phil Kim (Neurocomputing, 2018)

A Wearable Wrist Band-Type System for Multimodal Biometrics Integrated with Multispectral Skin Photomatrix and Electrocardiogram Sensors. - Hanvit Kim; Haena Kim; Se Young Chun; Jae-Hwan Kang; Ian Oakley; Youryang Lee; Jun Oh Ryu; Min Joon Kim; In Kyu Park; Hyuck Ki Hong; Young Chang Jo; Sung-Phil Kim (Sensors, 2018)

Estimation of speed and direction of arm movements from M1 activity using a nonlinear neural decoder. - Jisung Park 003; Sung-Phil Kim (BCI, 2019)

Neural response to grasp of robot hand from M1 area of Rhesus monkey. - Seong-Min Kim; Sung-Yong Hyun; Jeong-Woo Sohn; Soyong Chae; Sung-Phil Kim (BCI, 2019)

A Spike Train Distance Robust to Firing Rate Changes Based on the Earth Mover's Distance. - Duho Sihn; Sung-Phil Kim (Frontiers Comput. Neurosci., 2019)

Sensory and Motor Information in Primary Motor Cortical Neurons During Arm Reaching To a Moving Target. - Soyong Chae; Taehyung Kim; Sung-Phil Kim; Seong-Min Kim; Jeong-Woo Sohn (BCI, 2020)

Data augmentation effects using borderline-SMOTE on classification of a P300-based BCI. - Taejun Lee; Minju Kim; Sung-Phil Kim (BCI, 2020)

Enhancing ERP component detection by estimating ERP latency variability using hidden process model. - Minju Kim; Jongsu Kim; Sung-Phil Kim (SMC, 2020)

Object shape recognition using tactile sensor arrays by a spiking neural network with unsupervised learning. - Jaehun Kim; Sung-Phil Kim; Jungjun Kim; Heeseon Hwang; Jaehyun Kim; Doowon Park; Unyong Jeong (SMC, 2020)

Estimation of brand extension evaluation from the brain activity using a convolutional neural network. - Taeyang Yang; Sung-Phil Kim (SMC, 2020)

Editorial: Tactile Intelligence in Robots. - Sung-Phil Kim; Christian Wallraven; Vincent Duchaine (Frontiers Neurorobotics, 2020)

Improvement of P300-Based Brain-Computer Interfaces for Home Appliances Control by Data Balancing Techniques. - Taejun Lee; Minju Kim; Sung-Phil Kim (Sensors, 2020)

The effect of video distraction on a visual P300 BCI. - Minju Kim; Yun-Joo Choi; Jongsu Kim; Sung-Phil Kim (BCI, 2021)

Decoding upper limb kinematics from primary motor cortical representations for intracortical brain-machine interfaces. - Min-Ki Kim; Jeong-woo Sohn; Sung-Phil Kim (BCI, 2021)

Effect of Static Posture on Online Performance of P300-Based BCIs for TV Control. - Dojin Heo; Minju Kim; Jongsu Kim; Yun-Joo Choi; Sung-Phil Kim (Sensors, 2021)

The Uses of Brain-Computer Interface in Different Postures to Application in Real Life. - Dojin Heo; Minju Kim; Jongsu Kim; Yun-Joo Choi; Sung-Phil Kim (BCI, 2022)

Spatio-Temporally Efficient Coding Assigns Functions to Hierarchical Structures of the Visual System. - Duho Sihn; Sung-Phil Kim (Frontiers Comput. Neurosci., 2022)

Dynamic tactility by position-encoded spike spectrum. - Taeyeong Kim; Jaehun Kim; Insang You; Joosung Oh; Sung-Phil Kim; Unyong Jeong (Sci. Robotics, 2022)

The Effect of Wireless Communication Interference on Wireless BCI. - Dong-Uk Kim; Jaeyong Lee; Minju Kim; Jongsu Kim; Jongmin Lee; Dojin Heo; Sung-Phil Kim (BCI, 2023)

Robust and efficient representations of dynamic stimuli in hierarchical neural networks via temporal smoothing. - Duho Sihn; Oh-Sang Kwon; Sung-Phil Kim (Frontiers Comput. Neurosci., 2023)

A neural basis for learning sequential memory in brain loop structures. - Duho Sihn; Sung-Phil Kim (Frontiers Comput. Neurosci., 2024)

Somatosensory cortical representations of the assimilation effect for vibrotactile stimulation. - Ji-Hyun Kim; Dooyoung Jung; Junsuk Kim; Sung-Phil Kim (NeuroImage, 2025)