CNEL Alumnus: Phil Kim


Former student webpage:
About Me

I'm from South Korea and a Ph.D student working with Dr. Principe.
 
My Research Interests

Brain Machine Interface
 
Research Goals

Estimation of a time-varying state of a linear model to enhance the performance for brain-machine interface (BMI).
Picture
Links

 
CNEL Papers
Dissertation
1Sung-Phil Kim,"Design and Analysis of Optimal Decoding Models for Brain-Machine Interfaces", May 2005, University of Florida.(author PDF)
 
Journal Papers
1S-.P. Kim, J.C. Sanchez, Y.N. Rao, D. Erdogmus, J.M.Carmena, M.A.Lebedev, M.A.L.Nicolelis, J.C.Principe, "A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces," Biological Cybernetics. (Submitted)
2S-P. Kim, J. Sanchez, J. Carmena, M. Nicolelis, J. Principe, "Real-Time Neuronal Subset Selection for Hand Movements," Journal of Neural Engineering. (Submitted)
3S-P. Kim, J. Sanchez, J. Principe, "Real time input subset selectionfor linear time-variant MIMO systems," Analog Integrated Circuits and Signal Processing. (Submitted)
4S.P. Kim, Y.N. Rao, D. Erdogmus, J.C. Sanchez, M.A. Nicolelis, J.C. Principe, "Determining Patterns in Neural Activity for Reaching Movements Using Non-Negative Matrix Factorization", EURASIP Journal on Applied Signal Processing, Vol. 2005, No. 4, pp. 3113-3121, Jan. 2005 (author PDF)
5S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. Nicolelis, "Divide-and-Conquer Approach for Brain Machine Interfaces: Nonlinear Mixture of Competitive Local Linear Models", Neural Networks, Vol. 16, No. 5-6, pp. 865-871, June 2003 (author PDF)
 
Conference Papers
1Justin C. Sanchez, Deniz Erdogmus, Yadunandana Rao, Sung-Phil Kim, Miguel Nicolelis, Johan Wessberg, Jose C. Principe, "Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces," Intl. Conf. of Engineering in Medicine and Biology Society.(Submitted)
2S-.P.Kim, J.M.Carmena, M.A.L.Nicolelis, J.C.Principe, "Multiresolution representations and data mining of neural spikes for brain-machine interfaces," IEEE EMBS Neural Engineering Conference.(Accepted) (author PDF)
3S-.P.Kim, Y.N.Rao, D.Erdogmus, J.C.Principe, "Tracking multivariate time-variant systems based on on-line variable selection", Intl. Work. on Neural Networks for Signal Processing, pp. -, Sept. 2004 (author PDF)
4Kim, P., Y. Rao, D. Erdogmus, J. Principe, "Tracking of Multivariate time-Varying Systems Based on On-Line Variable Selection", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 123-132, Sept. 2004 (author PDF)
5J.C. Sanchez, D. Erdogmus, Y.N. Rao, S.P. Kim, M. A. Nicolelis, J. Wessberg, J.C. Principe, "Interpreting Neural Activity Through Linear and Nonlinear Models for Brain Machine Interfaces", Intl. Conf. of Engineering in Medicine and Biology Society, pp. 2160-2163, Sept. 2003 (author PDF)
6S.P. Kim, J.C. Sanchez, D. Erdogmus, Y.N. Rao, J.C. Principe, M. A. Nicolelis, "Modeling the Relation from Motor Cortical Neuronal Firing to Hand Movements Using Competitive Linear Filters and a MLP", Intl. Joint Conf. on Neural Networks, pp. 332-336, July 2003 (author PDF)
7Sung-Phil Kim, Yadunandana N. Rao, Deniz Erdogmus, Jose C. Principe, "A Hybrid Subspace Projection Method for System Identification", Intl. Conf. on Acoustics, Speech, and Signal Processing, pp. VI312-VI324, Apr. 2003 (author PDF)
8Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, Jose C. Principe, Johan Wessberg, Miguel Nicolelis, "Input-Output Mapping Performance of Linear and Nonlinear Models for Estimating Hand Trajectories from Cortical Neuronal Firing Patterns", Intl. Work. on Neural Networks for Signal Processing, pp. 139-148, Sept. 2002 (author PDF)
 

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