Publications

 

2020

Decoding kinematic information from primary motor cortex ensemble activities using a deep canonical correlation analysis

M.-K. Kim, J.-w. Sohn, S.-P. Kim

Frontiers in Neuroscience, in press

Estimation of brand extension evaluation from the brain activity using a convolutional neural network

T. Yang, S.-P. Kim

2020 IEEE Int'l Conf. on Systems, Man, and Cybernetics (SMC), Toronto, Canada, Oct. 2020

Object shape recognition using tactile sensor arrays by a spiking neural network with unsupervised learning

J. Kim, J. Kim, H. Hwang, J. Kim, D. Park, U. Jeong, S.-P. Kim

2020 IEEE Int'l Conf. on Systems, Man, and Cybernetics (SMC), Toronto, Canada, Oct. 2020 

Enhancing ERP component detection by estimating ERP latency variability using hidden process model

M. Kim, J. Kim, S.-P. Kim

2020 IEEE Int'l Conf. on Systems, Man, and Cybernetics (SMC), Toronto, Canada, Oct. 2020 

Editorial: Tactile Intelligence in Robots

S.-P. Kim, C. Wallraven, V. Duchaine

Frontiers in Neurorobotics, 14:56

Detection of drivers’ anxiety invoked by driving situations using multimodal bio-signals

S. Lee, T. Lee, T. Yang, C. Yoon and S.-P. Kim

Processes, 8(2): 155

Perception of surface stickiness in different sensory modalities: an fMRI study

Y. Soh, S.-P. Kim and J. Kim

Neuroreport, 31(5):411-415

2019

 

A spike train distance robust to firing rate changes based on the Earth Mover’s Distance

D. Sihn and S.-P. Kim

Frontiers in Computational Neuroscience, 13, 82

Networking in primary motor cortex predicts arm-reaching speed variation
M.-K. Kim, S. Chae, T. Kim and S.-P. Kim
Society for Neuroscience (SfN) Annual Meeting 2019, Chicago, USA, 19-23 October 2019

Graving letters recognition using tactile neuron-inspired model
J. Kim, M. Choi and S.-P. Kim
The 19th International Conference on Control, Automation and Systems (ICCAS), Jeju, S. Korea, 15-18 October 2019

Understanding of how consumers evaluate brand extension: an fMRI study

T. Yang and S.-P. Kim
Society for Neuroeconomics Annual Meeting 2019, Dublin, Ireland, 4-6 October 2019

Variations of choice behavior and eye fixation according to rating level, category homogeneity, and choice difficulty
S. Lee and S.-P. Kim
Society for Neuroeconomics Annual Meeting 2019, Dublin, Ireland, 4-6 October 2019

A brain-computer interface integrating augmented reality and the Internet of things for controlling home appliances by thoughts
M. Kim and S.-P. Kim
The 14th International Congress of Physiological Anthropology (ICPA), Singapore, 24-27 September 2019

Primary motor cortical neurons reflect visuomotor coordination during arm-reaching movements
M.-K. Kim, S. Chae, S.-M. Kim, J.-w. Sohn and S.-P. Kim
The 10th IBRO World Congress of Neuroscience, Daegu, S. Korea, 21-25 September 2019

EEG functional network on oddball paradigm: connectivity estimation based on ERP waveforms
M. Kim, J. Lee, T. Lee and S.-P. Kim
The 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany, 23-27 July 2019

Cortical activity encodes tactile hardness information during active hand object exploration
J. Kim, J. Kim, J. Yeon, J.-Y. Park, D. Chung and S.-P. Kim
2019 OHBM Annual Meeting, Rome, Italy, 9-13 June 2019

Decoding of kinematic information using functional specificity of primary motor cortical neurons
M.-K. Kim and S.-P. Kim
The 29th Annual Meeting of Neural Control of Movement, Toyama, Japan, 24-27 April 2019

Online home appliance control using EEG-based brain-computer interfaces

M. Kim, M.-K. Kim, M. Hwang, H.-Y. Kim, J. Cho and S.-P. Kim

Electronics, 8(10), 1101

Group-level neural responses to service-to-service brand extension

​T. Yang and S.-P. Kim

Frontiers in Neuroscience, 13, 676

Frontocentral theta activity associated with habitual stimulus-response mappings  

J.-H. Kang, J. Kim, S.-P. Kim

The 9th International IEEE EMBS Conference On Neural Engineering (NER’19), San Francisco, 20-23 March 2019.  

 

Estimation of speed and direction of arm movements from M1 activity using a nonlinear neural decoder 

J. Park and S.-P. Kim

the 7th international winter conference on Brain-Computer Interface​, Feb. 2019

Korea Brain Initiative: Emerging issues and institutionalization of neuroethics
S.J. Jeong, I.Y. Lee, B.O. Jun, Y. J. Ryu, J. Sohn S.-P. Kim, C.W. Woo, J. W. Koo, I.-J. Cho, U. Oh, K. Kim, P.-G. Suh
Neuron, 101(3), 390-393.

Shared neural representations of tactile roughness intensities by somatosensation and touch observation using an associative learning method

J. Kim, I. Buelthoff, S.-P. Kim, H.H. Buelthoff

Scientific Reports, 9, 77.

Differences in the synchronization of alpha oscillations between anterior and posterior brain regions

D Sin, M-K Kim, J Kim and S-P Kim

Neuroscience Letters, 690. 171-177.

2018

Implantable neural probes for brain-machine interfaces – Current developments and future prospects

J. Choi, S.-M. Kim, R. H. Ryu, S.-P. Kim and J. Sohn, 

Experimental Neurobiology, 27(6):453-471

A wearable wrist band-type system for multimodal biometrics integrated with multispectral skin photomatrix and electrocardiogram sensors
H. Kim, H. Kim, S.Y. Chun, J.-H. Kang, I. Oakley, Y. Lee, J.O. Ryu, M.J. Kim, I.K. Park, H.K. Hong, Y.C. Jo, and S.-P. Kim
Sensors, 18(8), 2738.
 

Frontoparietal phase synchronization of the p300 ERP component in an oddball task
M. KIM, J. PARK, S.-P. KIM
Society for Neuroscience (SfN) 2018, San Diego, USA, Nov. 2018

Networking properties of primary motor cortical neurons can predict decoding performance of upper limb movements in advance

M.-K. Kim, J.-W. Sohn, and S.-P. Kim

Society for Neuroscience (SfN) 2018, San Diego, USA, Nov. 2018

The Impact of Congruence between Brand and Celebrity Endorsers on Advertising Effectiveness: Physical Appearance and Personal Image

E. Seomoon, S. Lee, T. Yang, S.-P. Kim

International Conference on Neuroeconomics and Neuromanagement (ICNN) 2018, Hangzhou, China, Nov. 2018

Effects of Commercial Break Interruption on Program Recall Rates and EEG Responses

S. Lee, T. Yang, E. Seomoon and S.-P. Kim

International Conference on Neuroeconomics and Neuromanagement (ICNN) 2018, Hangzhou, China, Nov. 2018

Estimation of consumers’ evaluation of service-to-service brand extension using electroencephalography spectral features

T. Yang, E. Seomoon, S. Lee, and S.-P. Kim
International Conference on Neuroeconomics and Neuromanagement (ICNN) 2018, Hangzhou, China, Nov. 2018

Development of a neuron-inspired tactile information processing model
M Choi, J Kim, T Yang, J Park, J Kim, SP Kim
2018 18th International Conference on Control, Automation and Systems (ICCAS), PyeongChang, Korea, Oct. 2018

A Study on the Development of a Day-to-Day Mental Stress Monitoring System using Personal Physiological Data
J. Park, J. Kim, S.-P. Kim
2018 18th International Conference on Control, Automation and Systems (ICCAS), PyeongChang, Korea, Oct. 2018​
 

Prediction of daily mental stress levels using a wearable photoplethysmography sensor

J. Park, J. Kim and S.-P. Kim

IEEE TENCON 2018, Jeju, Korea, Oct. 2018
 

Neural correlates of anxiety induced by environmental events during driving

S. Lee, T. Lee, T. Yang, E. Seomoon and S.-P. Kim

IEEE TENCON 2018, Jeju, Korea, Oct. 2018

Steeper discounting for delayed material purchases than delayed experiential purchases during an intertemporal choice task

E. Seomoon, S. Jung, T. Yang, S. Lee, Jacob C Lee, S.-P. kim

Society for Neuroeconomics (SNE) 2018, Philadelphia, USA, Oct. 2018

Effects of commercial break interruption on EEG frontal alpha asymmetry and program recall rate

S. Lee; E. Seomoon; T. Lee; J. Kim; T. Yang; S.-P. Kim

Society for Neuroeconomics (SNE) 2018, Philadelphia, USA, Oct. 2018

Investigation of neural responses to commonly appreciated service-to-service brand extension

​T. Yang, S.Lee, E. Seomoon, and S.-P. Kim

Society for Neuroeconomics (SNE) 2018, Philadelphia, USA, Oct. 2018

Somatosensory cortical resonses to Aristotle tactile illusions

J. Kim, J.-H. Kang and S.-P. Kim

Annual Meeting of Korean Cognitive and Biological and Psychology 2018, Suwon, Korea, Feb. 2018

Shared representation of licking directions in the preparatory population activities of anterior lateral motor cortical neurons in mice

S. Chae and S.-P. Kim

The 21st Annual Meeting of Korean Society for Brain and Neural Sciences, Seoul, Korea, Aug. 2018

Gamma EEG correlates of haptic preferences for a dial interface

W. Park, D.-H. Kim, S.-P. Kim, J.-H. Lee and L. Kim

IEEE Access, 6, pp. 22324-22331

Enhanced Nogo-P3 amplitudes of mothers compared with non-mother women during an emotional Go/Nogo task

S. Hayashi, H. Wada, S.-P. Kim, Y. Motomura, S. Higuchi and Y.-K. Kim

Journal of Physiological Anthropology, 37:8

A simulation study on the effects of neuronal ensemble properties on decoding algorithms for intracortical brain-machine interfaces
M.-K. Kim, J.-W. Sohn, B. Lee and S.-P. Kim
BioMedical Engineering OnLine, 17(1): 28

Electroencephalographic feature evaluation for improving personal authentication performance

J.-H. Kang, Y.C. Jo and S.-P. Kim

Neurocomputing, 287(26), pp. 93-101

Characteristics of human brain activity during the evaluation of service-to-service brand extension

T. Yang, S. Lee, E. Seomoon, and S.-P. Kim

Frontiers in Human Neurosci, 12:44.

EEG beta oscillations in the temporoparietal area related to the accuracy in estimating others' preference

J. Park, J.-W. Sohn, J.-R. Choi, H. Kim, and S.-P. Kim

Frontiers in Human Neurosci. 12:43.

A comparison of artifacts rejection methods for a BCI using event-related potentials

M. Kim, S.-P. Kim

The 6th IEEE Int'l Winter Conf. Brain-Computer Interface, HIgh 1 Resort, Korea, Jan. 2018

2017

Classification of physical activities based on photoplethysmography signals from a wearable device
J.W. Park, J. S. Kim and S.-P. Kim 
U-Healthcare 2017, Seoul National University Hospital, December, 2017

Neural Activity Patterns in the Human Brain Reflect Tactile Stickiness Perception

J. Kim, J. Yeon, J. Ryu, J.-Y. Park, S.-C. Chung, and S.-P. Kim

Frontiers in Human Neurosci. 11, 445

Late positive event-related potentials in electroencephalography can distinguish acquaintances from strangers when both groups recognize faces

S. Lee, J. Kang, I. Oakley and S.-P. Kim

Society for Neuroscience 2017, Washington D.C., USA, November, 2017

Decoding neuronal firing patterns in the anterior lateral motor cortex into sensory cue information

J. Sohn, S. Chae, and S.-P. Kim

Society for Neuroscience 2017, Washington D.C., USA, November, 2017

Methods of selecting electroencephalographic features for personal authentication

C. Lee, J.-H. Kang and S.-P. Kim
17th International Conference on Control, Automation and Systems, Jeju Island, Korea, October, 2017

Evaluation of EEG characteristics for personal authentication
J.-H. Kang, Y.C. Jo and S.-P. Kim
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, Korea, July, 2017

Modeling piring Pattern of SA afferents in sesponse to constant pressure stimulation
J. Park, J.S. Jung, J. Kim and S.-P. Kim
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, Korea, July, 2017

Decoding analysis of spatio-temporal ensemble activity in anterior lateral motor cortical neurons
S. Chae and S.-P. Kim
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jeju Island, Korea, July, 2017

A study on neuronal ensemble network properties during acceleration of arm reaching movements

M.-K. Kim, J.-W. Sohn and S.-P. Kim

8th Int'l IEEE EMBS Conference on Neural Eng., Shanghai, China, May, 2017

Novel wearable-type biometric devices based on skin tissue optics with multispectral LED-photodiode matrix

Y.C. Jo, H.N. Kim, J.-H. Kang, H.K. Hong, Y.S. Choi, S.W. Jung, S.-P. Kim

Japanese Journal of Applied Physics, 56(4S), 2017

Human brain activity related to the tactile perception of stickiness

J. Yeon, J. Kim, J. Ryu, J.-Y. Park, S.-C. Chung, S.-P. Kim

Frontiers in Human Neuroscience, 11:8, 2017

Analysis of temporal firing patterns of primary afferent C-fibers for different sensations in mice

K. Cho, J.H. Jang, S.-P. Kim, J.B. Choi, M.K. Song, I.Y. Kim, S.J. Jung, D.P. Jang
International Journal of Precision Engineering and Manufacturing, in press

2016

 

A simulation study on decoding algorithms for brain-machine interfaces with the non-stationary neuronal ensemble activity
M.-K. Kim, S.-P. Kim
16th Int'l Conf. Control, Automation and Systems (ICCAS 2016), Geoyngju, Korea, Oct. 2016

Decoding laser-induced somatosensory information from EEG

J. Park, J. Yeon and S.-P. Kim

25th Annual Computational Neuroscience Meeting, Jeju Island, 2-7 July, 2016

Phase synchronization of alpha activity for EEG-based personal authentication

J.-H. Kang, C. Lee and S.-P. Kim

25th Annual Computational Neuroscience Meeting, Jeju Island, 2-7 July, 2016

Analysis of nociceptive information encoded in the temporal discharge patterns of cutaneous C-fibers
K. Cho, J.H. Jang, S.-P. Kim, S.H. Lee, S.-C. Chung, I.Y. Kim, D.P. Jang, S.J. Jung
Frontiers in Computational Neuroscience, 10: 118, 2016

Decoding pressure stimulation locations on the fingers from human neural activation patterns
J. Kim, Y.G. Chung, S.-C. Chung, H.H. Buelthoff and S.-P. Kim

Neuroreport, 27(16): 1232-6., 2016

Changes in effective connectivity of sensorimotor rhythms in thalamocortical circuits during the induction and recovery of anesthesia in mice

J.-H. Kang, J. H. Choi, E. Hwang and S.-P. Kim
Journal of the Neurological Sciences, 369: 165-75, 2016

 

Somatotopic map and inter- and intra-digit distance in Brodmann area 2 by pressure stimulation

M.H. Choi, S.-P. Kim, H.-S. Kim, S.-Y. Gim, W.-R. Kim, K.-R. Kim, D.-W. Lim, B. Lee and S.-C. Chung

Scientific Reports, 6: 30243, 2016

Neural Categorization of Vibrotactile Frequency in Flutter and Vibration Stimulations: an fMRI Study
J. Kim, Y.G. Yoon, S.-C. Chung, H. Buelthoff, S.-P. Kim

IEEE Transactions on Haptics, 9(4): 455-64, 2016

EEG patterns of subacute stroke patients performing motor tasks correlate with motor functional outcome: preliminary results

W. Park, Y.-H. Kim, S.-P. Kim, L. Kim
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, FL, 17-20 Aug. 2016
 

Feature selection using mutual information for EEG-based biometrics

C. Lee, J.-H. Kang, and S.-P. Kim

2016 39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Austria, June 2016


ECG based User Authentication for Wearable Devices using Short Time Fourier Transform
S. Y. Chun, J.-H. Kang, H. Kim, C. Lee, I. Oakley, and S.-P. Kim

2016 39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Austria, June 2016

 

Inter- and intra-digit somatotopic map of high-frequency vibration stimulations in human primary somatosensory cortex

M.-H. Choi, S.-P. Kim, H.-S. Kim, and S.-C. Chung

Medicine, 95(20), e3714, 2016

 

EEG feature selection and the use of lyapunov exponents for EEG-based biometrics
J.-H. Kang, C. Lee and S.-P.,Kim
IEEE Int'l Conf. on Biomedical and Health Informatics, Las Vegas, USA, Feb. 2016

2015

 

EEG Characteristics related to prediction of what others prefer
J. Park, T. Yang, H. Kim and S.-P. Kim
15th Int'l Conf. Control, Automation and Systems (ICCAS 2014), Busan, Korea, Oct. 2014

 

Differences in activation area within Broadmann area 2 caused by pressure stimuli on fingers and joints
M.-H. Choi, H.-S. Kim, J.-H. Baek, J.-C. Lee, S.-J. Park, U.-H. Jeong, S.-Y. Gim, S.-P. Kim, D.-W. Lim, and S.-C. Chung
Medicine, 94(38), e1657

 

Adaptation of cortical activity to sustained pressure stimulation on the fingertip

Y.G. Chung, S.W. Han, H.-S. Kim. S.-C. Chung, J.-Y. Park, C. Wallraven, S.-P. Kim

BMC Neuroscience, 16:71, 2015

 

Investigation of engagement of viewers in movie trailers using electroencephalography

D. Kang, J. Kim, D.-P. Jang, Y.S. Cho and S.-P. Kim

Brain-Computer Interfaces, 2(4), 193-201., 2015.

 

Artifact removal from EEG signals using the total variation method

M.K.Kim and S.-P.Kim
10th Asian Control Conference (ASCC), 2015  pp.1-4, May 31 -June 3 2015

 

Modulation of alpha oscillations in the human EEG with facial preference

J.-H. Kang, S.J. Kim, Y.S. Cho and S.-P. Kim

PLoS ONE 10(9): e0138153., 2015

 

Self-concept in fairness and rule establishment during a competitive game: a computational approach

S.H. Lee, S.-P. Kim and Y. S. Cho

Frontiers in Psychology, 6:1321, 2015

 

Evaluation of the possibility and response characteristics of laser-induced tactile sensation

H.-S. Kim, J.-S. Kim, G.-I. Jung, J.-H. Jun, J.-R. Park, S.-P. Kim, S. Choi, S.-J. Park, M.-H. Choi and S.-C. Chung

Neuroscience Letters, 602: 68-72, 2015

 

Laser-induced thermoelastic effects can evoke tactile sensations

J.-H. Jun, J.-R. Park, S.-P. Kim, Y.M. Bae, J-.Y. Park, H.-S. Kim, S. Choi, S.J. Jung, S.H. Park, D.-I. Yeom, G.-I. Jung, J.-S. Kim and S.-C. Chung

Scientific Reports, 5:11016, 2015.

 

Decoding accuracy in supplementary motor cortex correlates with perceptual sensitivity to tactile roughness

J. Kim, Y.G. Chung, J.-Y. Park, S.-C. Chung, C. Wallraven, H.H. Buelthoff and S.-P. Kim

PLoS ONE 10(6): e0129777, 2015

 

An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms

J.-H. Kang, Y.G. Chung and S.-P. Kim

Computers in Biology and Medicine, 66:352-6, 2015

 

Evaluation of TV commercials using neurophysiological responses

T. Yang, D.Y. Lee, Y. Kwak, J. Choi, C. Kim and S.-P. Kim

Journal of Physiological Anthropology, 34:19, 2015.

 

Differing ERP patterns caused by suction and puff stimuli

M.-H. Choi, H.-S. Kim, J.-H. Baek, J.-C. Lee, S.-J. Park, U.-H. Jeong, S.-Y. Gim, S.-P. Kim, D.-W. Lim and S.-C. Chung

Neuroscience Letters, 594: 70-75, 2015.

 

Effects of 92% oxygen administration on cognitive performance and physiological changes of intellectually and developmentally disabled people 

H.-S. Kim, M.-H. Choi, J.-H. Baek, S.-J. Park, J.-C. Lee, U.-H. Jeong, S.-P. Kim, H.-J. Kim, Y.C. Choi, D.-W. Lim and S.-C. Chung

Journal of Physiological Anthropology, 34:3, 2015.

 

Estimation of conscious states from Granger causality of sensorimotor rhythms across a thalamocortical network

J.-H. Kang, J.H. Choi, E. Hwang and S.-P. Kim

The 7th Int'l IEEE EMBS Conf. on Neural Engineering, Montpellier, France, Apr., 2015

 

EEG correlates of user satisfaction of haptic sensation

W. Park, D. Ki, D.-H. Kim, G.H. Kwon, S.-P. Kim and L. Kim

2015 IEEE Int'l Conf. Consumer Electronics, Las Vegas, pp.569-570, 9-12 Jan. 2015

 

Assessment of cognitive engagement in stroke patients from single-trial EEG during motor rehabilitation

W. Park, G. H. Kwon, D.-H. Kim, Y. -H. Kim, S.-P. Kim and L. Kim

Neural Systems and Rehabilitation Engineering, IEEE Transactions on , vol. 23, pp. 351-362, 2014

2014

 

Distributed functions of detection and discrimination of vibrotactile stimuli in the hierarchical human somatosensory system

J. Kim, K.-R. Muller, Y.G. Chung, S.-C. Chung, J.-Y. Park, H.H. Buelthoff, and S.-P. Kim

Frontiers in Human Neuroscience, 2014, 8: 1070.

 

Representation of cognitive reappraisal goals in frontal gamma oscillations

J.-H. Kang, J.W. Jeong, H.T. Kim, S.H. Kim and S.-P. Kim

PLoS ONE 9(11): e113375, 2014

 

Across-subject estimation of 3-back task performance using EEG signals

J. Kim, M.-K. Kim and S.-P. Kim

IEEE Symposium Series on Computational Intelligence 2014, Orlando, FL, USA, Dec. 2014

 

Coherent neural responses of human populations during watching movie

D. Kang, J. Kim, Y.-S. Shin, D.-P. Jang and S.-P. Kim

14th Int'l Conf. Control, Automation and Systems (ICCAS 2014), Gyeonggi-do, Korea, Oct. 2014

 

Neuronal ensemble decoding using a dynamical maximum entropy model

D. Sin, J. Kim, J.H. Choi, and S.-P. Kim 

Journal of Applied Mathematics, 2014, 218373

 

Detecting the intention of movement from the human electroencephalography for BCI-based motor rehabilitation

S.-P. Kim, I. Jo, W. Park, G.-H. Kwon, and L. Kim

SICE Annual Conference 2013, Sapporo, Japan, September, 2014

 

Modeling and analysis of neural spike trains

W. Wu, A. Amarasingham, Z. (S.) Chen, and S.-P. Kim

Computational Intelligence and Neuroscience, 2014, 161203

 

Movement type prediction before its onset using signals from prefrontal area: An electrocorticography study

S. Ryun, J.S. Kim, S.H. Lee, S Jeong, S.-P. Kim and C.K. Chung

BioMed Research International, 2014, 783203

 

Development of neural indices from the human encephalography to evaluate TV commercials

T. Yang, D.Y. Lee, and S.-P. Kim

The 1st Asian Conference on Ergonomics and Design(ACED) Conference, Jeju, May 2014

 

A study on decoding models for the reconstruction of hand trajectories from the human magnetoencephalography

H.-G. Yeom, W. Hong, D. Kang, C.K. Chung, J. Kim and S.-P. Kim

BioMed Research International, 2014, 176857

 

Development of a simple pressure and heat stimulator for intra- and interdigit functional magnetic resonance imaging

H.-S. Kim, M-.H. Choi, H.-J. Kim, S.-P. Hong, J.-Y. Park, J.H Jun, J.H Yi, Y.G Chung, S.-P. Kim, J.R. Park, D.W. Lim and S.-C. Chung

Behavior Research Methods, vol. 46, pp. 396-405, 2014 

 

Development of passive BCIs for user-state monitoring with smart IT systems

J. Kim, M.K. Kim, M.Y. Kim, E.M. Oh and S.-P. Kim

2014 IEEE Int'l Symppsium on Consumer Electronics, Jeju, June 2014

 

Intra- and inter-hemispheric effective connectivity in the human somatosensory cortex during pressure stimulation

Y.G Chung, S.W Han, H-S Kim, S.-C Chung, J-Y Park, C Wallraven and S.-P. Kim

BMC Neuroscience, 2014, 15:43

2013

 

Sample-by-sample detection of movement intention from EEG using a classifier with optimized decision parameters

W. Park, J.-H. Kang, G. Kwon, L. Kim and S.-P. Kim

Biosystems and Biorobotics, 1, 653-658, 2013

 

The effect of stimulus type and distance on neural control of a smart TV

J. Kim, T. Hwang, M. Kim, E. Oh, M. Hwangbo, M.-K. Kim and S.-P. Kim

IEEE Conference on Neural Eng., San Diego, CA, USA, Nov. 2013

 

Noise reduction in functional near-infrared spectrospopy signals by independent component analysis

H. Santosa, M.J. Hong, S.-P. Kim and K.-S. Hong

Review of Scientific Instruments, 84, 073106, 2013

 

A Multi-voxel pattern analysis of neural representation of vibrotactile location

J. Kim, Y.G. Chung, S.-C. Chung, J.-Y. Park, H. Buelthoff and S.-P. Kim

International Conference on Control, Automation and Systems, Gwangju, Korea, Oct. 2013

 

Computational methods in neuroengineering

C.-H. Im, L. Ding, Y. Wang and S.-P. Kim

Computational and Mathematical Methods in Medicine, 617347, 2013

 

Evaluation of somatosensory cortical differences between flutter and vibration tactile stimuli

S.W. Han, Y.G. Chung, H.-S. Kim, S.-C. Chung, J.-Y. Park and S.-P. Kim

The 35th Int'l Conference of the IEEE Engineering in Med. Biol. Soc., Osaka, Japan, July. 2013

 

Development of a simple MR-compatible vibrotactile stimulator using a planar-coil-type actuator

H.-S. Kim, M-.H. Choi, Y.G Chung, S.-P. Kim, J.H Jun, J.-Y. Park, J.H Yi, J.R. Park, D.W. Lim and S.C. Chung

Behavior Research Methods, vol. 45, pp. 364-371, 2013

 

A Review on the computational methods for emotional state estimation from the human EEG

M.-K. Kim, M. Kim, E. Oh and S.-P. Kim

Computational and Mathematical Methods in Medicine, 573734, 2013

 

Frequency-dependent patterns of somatosensory cortical responses to vibrotactile stimulation in humans: a fMRI study

Y.G. Chung, J. Kim, S.W. Han, H.-S. Kim, M.H. Choi, S.-C. Chung, J.-Y. Park and S.-P. Kim

Brain Research, vol. 1504, pp. 47-57, 2013

2012

 

The modulation of parietal gamma oscillations in the human EEG with cognitive reappraisal

J.-H. Kang, H. M. Ahn, J. W. Jeong, I. Hwang, H. T. Kim, S. H. Kim and S.-P. Kim

NeuroReport, 23(17), pp. 995-999, 2012

 

Correlation of fronto-central phase coupling with sensorimotor rhythm modulation

Y.G. Chung, J.-H. Kang and S.-P. Kim

Neural Networks, vol. 36, pp. 46-50, 2012

 

Modulation of theta phase synchronization in the human EEG during a recognition memory task

S.-P. Kim, J.-H. Kang, S.-H. Choe, W.J. Jeong, T.H. Kim, K.S. Yun, J.S. Jeong and S.-H. Lee

Neuroreport, 23(11), 637-641, 2012

 

Changes of 2-back task performance and physiological signals in ADHD children due to transient increase in oxygen level

S. P. Kim, M.H. Choi, J. H. Kim, H. W. Yeon, H. J. Yoon, H. S. Kim, J.Y. Park, J. H. Yi, G. R. Tack and S. C. Chung

Neuroscience Letters, 511(2), 70-73, 2012

 

Changes in the thalamocortical connectivity during anesthesia-induced transitions in consciousness

S.-P. Kim, E. Hwang, J.-H. Kang, S. Kim and J. H. Choi

Neuroreport, 23(5), 294-298, 2012

 

A Study on orbital volume of Korean people in their 20s or 40s

S. P. Kim, B. Y. Lee, S. J. Lee, M.H. Choi, H. W. Yeon, J.Y. Park, J. H. Jun and S. C. Chung

Ophthalmic Res, 47(2), 98-102, 2012

2011

 

Continuous neuronal ensemble control of simulated arm reaching by a human with tetraplegia

E.K. Chadwick, D. Blana, J.D. Simeral, J. Lambrecht, S.-P. Kim, A.S. Cornwell, D.M. Taylor, L.P. Hochberg, J.P. Donoghue and R.F. Kirsch

J. Neural Engineering, 8(3), 034003, 2011

 

A hierarchical stimulus presentation paradigm for a P300-based Hangul speller

T. H. Lee, T. E. Kam and S. P. Kim

International Journal of Imaging Systems and Technology, 21(2), 131-138, 2011

 

Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array

J.D. Simeral, S.-P. Kim, M.J. Black, J.P. Donoghue and L.R. Hochberg

J. Neural Engineering, 8(2), 025027, 2011

 

Point-and-click cursor control with an intracortical neural interface system in humans with tetraplegia

S.-P. Kim, J.D. Simeral, L.R. Hochberg, J.P. Donoghue, G.M. Friehs and M.J. Black

IEEE Trans. on Neural Systems and Rehabilitation Engineering, 19(2), 193-203, 2011

 

Detection of P300 components using the Wiener filter for BCI-based spellers

M.-K. Kim and S.-P. Kim

The 8th Asian Control Conference, Taiwan, May 2011

 

Inter-channel connectivity of motor imagery EEG signals for a noninvasive BCI application

Y. G. Chung, M. K. Kim and S. -P. Kim

IEEE International Workshop on Pattern Recognition in NeuroImaging, 49-52, Seoul, Korea, May 2011

2010

 

A simulation study on the generative neural ensemble decoding algorithms

S.-P. Kim, M.-K. Kim and G. T. Park

International Conference on Pattern Recognition, 3797 – 3800, Istanbul, Aug. 2010

 

A closed-loop brain-machine interface simulator based on computer mouse control

Y. Kwon and S.-P. Kim

Proc. of the IEEE Multi-conference on Systems and Control, Yokohama, Japan, Sep. 2010

 

Extraction of differential features from epileptic EEG signals

Y.G. Chung and S-.P. Kim

The Institute of Electronics Engineers of Korea Summer Conference, Jeju Island, Korea, Jun. 2010

 

The analysis of gamma oscillation and phase-synchronization for memory retrieval tasks

S-.P. Kim, S-.H. Choe, H.T. Kim and S-.H. Lee

The Korean Society for Cognitive Science Annual Spring Conference, Seoul, Korea, May 2010

 

Statistical spectral feature extraction for classification of epileptic EEG signals

S-.H. Choe, Y.G. Chung and S-.P. Kim

The International Conference on Machine Learning and Cybernetics, 6, 3180-3185, 2010

2009 and earlier

 

Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegia

S-.P. Kim, J.D. Simeral, L.R. Hochberg, J.P. Donoghue and M.J. Black

J. Neural Engineering, 5, 455-476, 2008

 

Real time input selection for linear time-variant MIMO systems

S-.P. Kim, J.C. Sanchez and J.C. Principe

Optimization Methods and Software, 22, 83-89, 2007

 

Self-organizing maps with dynamic learning for signal reconstruction

J. Cho, A.R.C. Paiva, S-.P. Kim, J.C. Sanchez and J.C. Principe

Neural Networks, 20, 274-284, 2007

 

Multi-state decoding of point-and-click control signals from motor cortical activity in a human with tetraplegia

S-.P. Kim, J.D. Simeral, L.R. Hochberg, J.P. Donoghue, G.M. Friehs and M.J. Black

Proc. of the 3rd IEEE EMBS Conf. on Neural Engineering, 486-489, 2007

 

Nonlinear physically-based models for decoding motor-cortical population activity

G. Shakhnarovich, S-.P. Kim and M.J. Black

Advances in Neural Information Processing Systems, 19, 1257-1264, 2007

 

A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces

S-.P. Kim, J.C. Sanchez, Y.N. Rao, D. Ergodmus, J.C. Principe, J.M. Carmena, M.A. Lebedev, and M.A.L. Nicolelis

J. Neural Engineering, 3, 145-161, 2006

 

Finding directional movement representations in motor cortical neural populations using nonlinear manifold learning

S-.P. Kim, J.D.Simeral, O.C.Jenkins, J.P. Donoghue, and M.J. Black

Presented at the World Congress on Medical Physics and Biomedical Engineering, Seoul, Korea, Aug. 27-Sep. 1, 2006

 

Statistical analysis of the non-stationarity of neural population codes

S-.P. Kim, F. Wood, M. Fellows, J.P. Donoghue, and M.J. Black

Proc. of the 1st IEEE / RAS-EMBS Int’l Conf on Biomedical Robotics and Biomechatronics, Pisa, Tuscany, Italy, Feb. 2006

 

Independently coupled HMM switching classifier for a bimodal brain-machine interface

S. Darmanjian, S-.P. Kim, M.C. Nechyba, J.C. Principe, J. Wessberg and M.A.L. Nicolelis

Proc. of the IEEE Int’l Workshop on Machine Learning for Signal Processing, 379-384, Sep. 2006

 

Determining patterns in neural activity for reaching movements using non-negative matrix factorization

S-.P. Kim, Y.N. Rao, D. Ergodmus, J.C. Sanchez, M.A.L. Nicolelis, and J.C. Principe

EURASIP Journal of Applied Sig. Proc., 19, 3113-3121, 2005

 

Multiresolution analysis and data mining of neural spikes for brain-machine interfaces

S-.P. Kim, J.M. Carmena, M.A.L. Nicolelis, and J.C. Principe

Proc. of the International IEEE EBMS Conference on Neural Engineering, Arlington, VA, USA, Mar. 2005

 

Learning mappings in brain-machine interfaces with echo state networks

Y.N. Rao, S-.P. Kim, J.C. Sanchez, D. Erdogmus, J.C. Principe, J.C. Carmena, M.A. Lebedev, and M.A.L. Nicolelis

Proc. of the IEEE International Conference on Acoustic, Speech, and Sig. Proc., Philadelphia, PA, USA, Mar. 2005

 

Separating spatial and temporal activation patterns in fMRI using competitive subspace projection

R. Yan, G. He, D. Erdogmus, S-.P. Kim, J.C. Principe and Y. Lui

Proc. of the IEEE International Conference on Acoustic, Speech, and Sig. Proc., Philadelphia, PA, USA, Mar. 2005

 

Sparse channel estimation with regularization method using convolutional inequality for entropy

D. Han, S-.P. Kim, and J.C. Principe

Proc. of the IEEE International Joint Conference on Neural Networks, Quebec, Canada, Jul. 31- Aug. 4, 2005

 

Comparison of TDNN Training Algorithms in Brain Machine Interfaces

Y. Wang, S-.P. Kim and J.C. Principe

Proc. of the IEEE International Joint Conference on Neural Networks, Quebec, Canada, Jul. 31- Aug. 4, 2005

 

Tracking multivariate time-variant systems based on on-line variable selection

S-.P. Kim, Y.N. Rao, D. Erdogmus, and J.C. Principe

Proc. of Machine Learning for Signal Processing, 123-132, Sao Luis, Brazil, Sep. 29 – Oct. 1, 2004

 

Divide-and-conquer approach for brain-machine interfaces: Nonliner mixture of competitive linear models

S-.P. Kim, J.C. Sanchez, D. Ergodmus, Y.N. Rao, J.C. Principe, and M.A.L. Nicolelis

Neural Networks, 16(5-6), 865-871, 2003

 

Interpreting neural activity through linear and nonlinear models for brain machine interface

J.C. Sanchez, D. Erdogmus, Y.N. Rao, S-.P. Kim, M.A.L. Nicolelis, J. Wessberg, and J.C. Principe

Proc. of IEEE Conference on EMBS, 2160-2163, Cancun, Mexico, Sep. 2003

 

A hybrid subspace projection method for system identification

S-.P. Kim, Y.N. Rao, D. Erdogmus, and J.C. Principe

Proc. of the IEEE International Conference on Acoustic, Speech, and Sig. Proc., VI312-VI314, Hong Kong, Apr. 2003

 

Bimodal brain-machine interfaces for motor control of robotic prosthetic

S. Darmanjian, S-.P. Kim, M. Nechyba, S. Morrison, and J.C. Principe

Proc. of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, NV, USA, 2003

 

Modeling relation from motor control neuronal firing to hand movements using competitive linear filters and a MLP

S-.P. Kim, J.C. Sanchez, D. Ergodmus, Y.N. Rao, J.C. Principe, and M.A.L. Nicolelis

Proc. of International Joint Conference on Neural Networks, 332-336, Portland, OR, USA, Jul. 2003

 

Input-output mapping performance of linear and nonlinear models for estimating hand positions from cortical neuronal firing patterns

J.C. Sanchez, S-.P. Kim, D. Ergodmus, Y.N. Rao, J.C. Principe, J. Wessberg, and M.A.L. Nicolelis

Proc. of IEEE International Workshop on Neural Networks for Sig. Proc., 139-148, Valais, Switzerland, Sep. 2002

 

A recursive Renyis entropy estimator

D. Erdogmus, J.C. Principe, S-.P. Kim, and J.C. Sanchez

Proc. of IEEE International Workshop on Neural Networks for Sig. Proc., 209-217, Valais, Switzerland, Sep. 2002

Created by Taeyang Yang @ BCI LAB

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