Publications
2024
Journal Articles
Meditation-type specific reduction in infra-slow activity of electroencephalogram
D. Sihn, J. Kim and S.-P. Kim
Biomedical Engineering Letters, in press
Long-lasting forms of plasticity through patterned ultrasound-induced brainwave entrainment
H.-J. Kim, T. T. Phan, K. Lee, J. S. Kim, S.-Y. Lee, J. M. Lee, J. Do, D. Lee, S.-P. Kim, K. P. Lee, J. Park, C. J. Lee and J. M. Park
Science Advances, 10(8), eadk3198, 2024
Disruption of alpha oscillation propagation in patients with schizophrenia
D. Sihn and S.-P. Kim
Clinical Neurophysiology, in press
Differential formation of motor cortical dynamics during movement preparation according to the predictability of go timing
S. Chae, J.-w. Sohn and S.-P. Kim
Journal of Neuroscience, in press
A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning
J. Lee, M. Kim, D. Heo, J. Kim, M.-K. Kim, T. Lee, J. Park, H. Kim, M. Hwang, L. Kim and S.-P. Kim
Frontiers in Human Neuroscience, in press
Conference Presentations
2023
Journal Articles
Brain-computer interface in clinical care and rehabilitation
E. Oh, S. Shin and S.-P. Kim
Acute and Critical Care, acc.2023.01382
Quantifying the contribution of subject and group factors in brain activation
J. Nakuci, J. Yeon, K. Xue, J.-H. Kim, S.-P. Kim, D. Rahnev
Cerebral Cortex, 2023, 1-10
Bias in prestimulus motor cortical activity determines decision-making error in rodents
S. Chae, D. Sihn, S.-P. Kim
Experimental Neurobiology, 2023, 32(4), 271-284
Individual differences in gaze-cuing effect are associated with facial emotion recognition and social conformity
W.-G. Shin, H. Park, S.-P. Kim, S. Sul
Frontiers in Psychology, 14, 1219488
The effects of in-stream video advertising on ad information encoding: A neurophysiological study
S. Lee, J. Kim, G.L. Reed and S.-P. Kim
Journal of Advertising, 1-15.
Robust and efficient representations of dynamic stimuli in hierarchical neural networks via temporal smoothing
D. Sihn, O.-S. Kwon and S.-P. Kim
Frontiers in Computational Neuroscience, 17, 1164595
Modeling long-term spike frequency adaptation in SA-I afferent neurons using an izhikevich-based biological neuron model
J. Kim, Y.I. Choi, J.-w. Sohn, S.-P. Kim, S.J. Jung
Experimental Neurobiology, 2023, 32(3), 157-169
Decoding imagined musical pitch from human scalp electroencephalogram
M. Chung , T. Kim , E. Jeong , C.K. Chung , J.S. Kim , O.-S. Kwon, S.-P. Kim
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 2154-2163.
Motor cortex fine-tunes preparatory activity to cope with uncertainty
S. Chae, S.-P. Kim
Computational and Systems Neuroscience (Cosyne) 2023, Montreal, Canada, 9-12 Mar 2023.
Breakdown of long-range spatial correlations of infraslow amplitude fluctuations of EEG oscillations in patients with current and past major depressive disorder
D. Sihn, J.S. Kim, O.-S. Kwon, S.-P. Kim
Frontiers in Psychiatry, 14, 1132996.
Cortical representation of musical pitch in event-related potentials
T. Kim, M. Chung, E. Jeong, Y.S. Cho, O-.S. Kwon, S.-P. Kim
Biomedical Engineering Letters.
Neuroimaging of tactile information processing (Review)
J.-H. Kim, S.-P. Kim
Investigative Magnetic Resonance imaging, 27(1), 1-9.
Conference Presentations
Design of visual guidance for musical pitch imagery
C.-E. Yoon, S.-P. Kim
The 5th International Conference on Emotion and Sensibility (ICES), Jeju, Korea, 14-16 December 2023
Choice overload effect on daily repetitive selection
Y. Sim, S. Lee, S.-P. Kim
The 5th International Conference on Emotion and Sensibility (ICES), Jeju, Korea, 14-16 December 2023
Reconstruction of 3D hand trajectories during center-out-and-back task with velocity decoding from electrocorticography signals in humans
M. Shim, Y. J. Yang, J. S. Kim, C. K. Chung, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Reorganization of prefrontal cortical neuronal network during conditional fear memory consolidation
Y. Jeon, Y. Yeo, J. Kwag, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Development of a biomimetic spiking neural network model for multidimensional tactile perception
J. Kim, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Inferring cognitive processes of gathering Information for decision-making by decoding prefrontal cortical population activity
S. Lee, M.-K. Kim, J.-w. Sohn, L. T. Hunt, S. W. Kennerley, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Zero-calibration for the daily use of P300-based brain-computer interfaces
D. Heo, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Human beta-burst activity represents interaction between stop and go processes in horse-race model for movement cancellation
E. Oh, S.-P. Kim
Society for Neuroscience (SfN) 2023, Washington D.C., USA, 11-15 Nov 2023
Investigation of subjective cognitive process through prefrontal cortical population decoding
S. Lee, M.-K. Kim, J.-w. Sohn, S.-P. Kim
The 26th Annual Meeting of the Korean Society for Brain and Neural Sciences (KSBNS), Busan, South Korea, 6-8 September 2023
A relationship between the onset of EEG beta burst activity and movement cancellation
E. Oh, S.-P. Kim
The 26th Annual Meeting of the Korean Society for Brain and Neural Sciences (KSBNS), Busan, South Korea, 6-8 September 2023
Prediction of erroneous decisions from baseline activity
S. Chae, S.-P. Kim
The 26th Annual Meeting of the Korean Society for Brain and Neural Sciences (KSBNS), Busan, South Korea, 6-8 September 2023
Modeling and decoding sound information with auditory cortical activity
Y. Jeon, D. Oh, J. Kwag, S.-P. Kim
The 26th Annual Meeting of the Korean Society for Brain and Neural Sciences (KSBNS), Busan, South Korea, 6-8 September 2023
Eye fixation-related brain responses to biological motion in children with Attention-Deficit/Hyperactivity Disorder
J. Jeong, M.‐K. Kwon, S.-P. Kim
The 45th International Engineering in Medicine and Biology Conference (EMBC), Sydney, Australia, 24-27 July 2023
Correlation between tactile assimilation effect and functional connectivity of somatosensory cortex
J.-H. Kim, J. Kim, S.-P, Kim
2023 OHBM Annual Meeting, Montreal, Canada, 22-26 June 2023
Visually evoked responses observed in humans using direct neuroimaging and neuronal response model
Y. Choi, J.-H. Kim, J.-H. Kim, J.-Y. Keum, M. Shin, H.-R. Cheon, H.-J. Hwang, H.-A. Jeon, J.-Y. Park, S.-P. Kim
2023 OHBM Annual Meeting, Montreal, Canada, 22-26 June 2023
Distraction effects of speech perception and production on ERP-based BCI
M. Kim, D.-u. Kim, S.-P. Kim
The 11th International IEEE EMBS Conference On Neural Engineering, Baltimore, MD, USA 25-27 April 2023.
Enhancing P300-based brain-computer interface performance through attention-elevated stimulation
J. Kim, J. Kim, S.-P. Kim
The 11th International IEEE EMBS Conference On Neural Engineering, Baltimore, MD, USA 25-27 April 2023.
The effect of wireless communication interference on wireless BCI
D. Kim, J.-Y. Lee, M. Kim, J. Kim, J. Lee, D. Heo, S.-P. Kim
The 11th International Winter Conference on Brain Computer Interface.
2022
Journal Articles
Design of auditory P300-based brain-computer interfaces with a single auditory channel and no visual support
Y. J. Choi, O.-S. Kwon and S.P. Kim
Cognitive Neurodynamics
In vivo direct imaging of neuronal activity at high temporospatial resolution
P. Toi, H. J. Jang, K. Min, S.-P. Kim, S.-K. Lee, J. Lee, J. Kwag and J. Y. Park
Science, 378(6616), 160-168
Exploring the impacts of implicit context association and arithmetic booster in impulsivity reduction
M. Hwang, S.-P. Kim, D. Chung
Frontiers in Psychiatry, 13
Spatio-temporally efficient coding assigns functions to hierarchical structures of the visual system
D. Sihn and S.-P. Kim
Frontiers in Computational Neuroscience, 16
Investigation of neural substrates of erroneous behavior in a delayed-response task
S. Chae, J.-w. Sohn and S.-P. Kim
eNeuro, 9(2)
Dynamic tactility by position-encoded spike spectrum
T. Kim, J. Kim, I. You, J. Oh, S.-P. Kim and U. Jeong
Science Robotics, 7(63), eabl5761
Brain infraslow activity correlates with arousal levels
D. Sihn and S.-P. Kim
Frontiers in Neuroscience, 16
Differential modulation of behavior by infraslow activities of different brain regions
D. Sihn, S.-P. Kim
PeerJ, 10:e12875
Conference Presentations
Neural state of movement initiation in the mouse premotor cortex varies with the presence of temporal uncertainty
S. Chae, S.-P. Kim
Society for Neuroscience (SfN) 2022, San Diego, USA, 12-16 Nov 2022
Tactile assimilation effect depends on individual autistic traits in healthy population
J. Jeong, J.-H. Kim, S.-P. Kim
Society for Neuroscience (SfN) 2022, San Diego, USA, 12-16 Nov 2022
Somatosensory cortical representations of assimilation effects by vibrotactile stimulation: an fMRI study
J.-H. Kim, J. Kim, S. Seo, S.-P. Kim
Society for Neuroscience (SfN) 2022, San Diego, USA, 12-16 Nov 2022
Investigation of the effect of an external input in executed movement
E. Oh, S. Lee, S. Chae, S.-P. Kim
Society for the Neural Control of Movement (NCM) 31st Annual Meeting, Ireland, Dublin, 25-29 July 2022
Controlling P300-based BCIs while listening and speaking
M. Kim, J. Kim, D. Heo, Y. J. Choi, S.-P. Kim
The 44th International Engineering in Medicine and Biology Conference (EMBC), Glasgow, Scotland, 11-15 July 2022
Differential modulation of EEG alpha oscillations during defensive behavior by the change of avoidance
J. Lee, Y. J. Choi, M. Chung, S.-P. Kim
The 44th International Engineering in Medicine and Biology Conference (EMBC), Glasgow, Scotland, 11-15 July 2022
Use of brain-computer Interfaces in different postures for daily living applications
D. Heo, M. Kim, J. Kim, Y. J. Choi, S.-P. Kim
The 10th IEEE Int’l Winter Conf Brain-Computer Interface, 21-23 Feb, Jungsun, Korea
2021
Journal Articles
Neural coding of vibration intensity
W. Park, S.-P. Kim, M. A. Eid
Frontiers in Neuroscience, 1420
Finding kinematics-driven latent neural states from neuronal population activity for motor decoding
M.-K. Kim, J.-w. Sohn, S.-P. Kim
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 2027-2036
Mid-air tactile sensations evoked by laser-induced plasma: a neurophysiological study
H.-S. Kim, K. B. Kim, J.-H. Lee, J.-J. Jung, Y.-J. Kim, S.-P. Kim, M.-H. Choi, J.-H. Yi, S.-C. Chung
Frontiers in Neuroscience, 15:733423
A study on facial expression change detection using machine learning methods with feature selection technique
Sung, S., S. Kim, B.-K. Park, D.-Y. Kang, S. Sul, J. Jeong, S.-P. Kim
Mathematics, 9(17), 2062
Neural correlates of tactile hardness intensity perception during active grasping
J.-H. Kim, J. Kim, J. Yeon, J.-Y. Park, D. Chung, S.-P. Kim
PeerJ, 9, e11760
An artificial neural tactile sensing system
S. Chun, J.-S. Kim, Y. Yoo, Y. Choi, S.J. Jung, D. Jang, G. Lee, K.-I. Song, K.S. Nam, I. Youn, D. Son, C. Pang, Y. Jeong, H. Jung, Y.-I. Kim, B.-S. Choi, J. Kim, S.-P. Kim, W. Park, S. Park
Nature Electronics, 4(6), 429-438
A computer-based method for the investigation of human behavior in the iterative chicken game
S.-P. Kim, M. Kim, J. Lee, Y. S. Cho, O.-S. Kwon
Frontiers in Psychology, 12
Effect of static posture on online performance of P300-based BCIs for TV control
D. Heo, M. Kim, J. Kim, Y. Choi, S.-P. Kim
Sensors, 21(7), 2278.
Spatiotemporal characteristics of neural dynamics in theta oscillations related to the inhibition of habitual behavior
J.-H. Kang, J. Kim, Y. S. Cho, S.-P. Kim
Brain Sciences, 11(3), 368.
Eye fixation-related potentials during visual search on acquaintance and newly-learned faces
S. Lee, D. Lee, H. Gil, I. Oakley, Y. S. Cho, S.-P. Kim
Brain Sciences, 11(2), 218
Effects of emotional stimulations on the online operation of a P300-based brain-computer interface
M. Kim, J. Kim, D. Heo, Y. Choi, T. Lee, S.-P. Kim
Frontiers in Human Neuroscience, 15, 612777
Extracting single-trial neural interaction using latent dynamical systems model
N. Huh, S.-P. Kim, J. Lee, J.-w. Sohn
Molecular Brain, 14(1), 32.
Involvement of bilateral insula in brand extension evaluation: an fMRI study
T. Yang, J.-H. Kim, J. Kim, S.-P. Kim
Scientific Reports, 11(1), 1-11.
Conference Presentations
Comparisons of auditory, audiovisual, and visual modalities in feature domain for auditory brain-computer interfaces
Y.-J. Choi, M. Kim, J. Kim, D. Heo, S.-P. Kim
The 21th International Conference on Control, Automation and Systems (ICCAS), Jeju, S. Korea, 12-15 October 2021
Efficient coding accounts for faster and more accurate choices on high-valued items
S. Lee and S.-P. Kim
Society for Neuroscience (SNE) 2021, Virtual, Sep. 29 - Oct. 3 2021
The effects of commercial breaks on ad and program memory: A neurophysiological study
S. Lee, J. Kim, S.-P. Kim
2021 American Academy of Advertising Conference, Virtual, 18-20, 2021.
The effect of video distraction on a visual P300 BCI
M. Kim, J. Kim, Y.J. Choi, S.-P. Kim
The 9th IEEE Int’l Winter Conf Brain-Computer Interface, 22-24 Feb, Jungsun, Korea
2020
Journal Articles
Korean perceptions of Japanese foods: A neuroscience perspective
S. Doh, T. Yang, J. Kim, S.-P. Kim
Journal of Culture Industry, 2(4)
Non-invasive brain-computer interfaces for motor rehabilitation
E. Oh and S.-P. Kim
Communications of KIISE, 38(10), 35-40
Improvement of P300-based brain-computer interfaces for home appliances control by data balancing techniques
T. Lee, M. Kim, S.-P. Kim
Sensors, 20(19), 5576
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, 14: 509364
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
Conference Presentations
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
2019
Journal Articles
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
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
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.
Conference Presentations
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
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
2018
Journal Articles
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.
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 Neuroscience, 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 Neuroscience. 12:43.
Conference Presentations
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
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
Journal Articles
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 Neuroscience. 11, 445
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
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
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, 2017
Conference Presentations
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
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
2016
Journal Articles
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
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
Conference Presentations
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
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
EEG feature selection and the use of lyapunov exponents for EEG-based biometricsJ.-H. Kang, C. Lee and S.-P.,KimIEEE Int'l Conf. on Biomedical and Health Informatics, Las Vegas, USA, Feb. 2016
2015
Journal Articles
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.
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.
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
IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol. 23, pp. 351-362, 2014
Conference Presentations
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
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
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
2014
Journal Articles
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
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
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
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
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
Conference Presentations
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
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
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
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 Symposium on Consumer Electronics, Jeju, June 2014
2013
Journal Articles
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 Biobotics, 1, 653-658, 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
Computational methods in neuroengineering
C.-H. Im, L. Ding, Y. Wang and S.-P. Kim
Computational and mathematical methods in medicine, 617347, 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
Conference Presentations
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
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
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
2012 and earlier
Journal Articles
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 Research, 47(2), 98-102, 2012
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
Journal of 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
Journal of 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 Transactions on Neural Systems and Rehabilitation Engineering, 19(2), 193-203, 2011
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
Journal of 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
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
Journal of Neural Engineering, 3, 145-161, 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 signal processing., 19, 3113-3121, 2005
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
Conference Presentations
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
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
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
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
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
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
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