CNEL Alumnus: Lin Li


Former student webpage:
About Me

Hey, I am Lin. I am a Ph. D. student under the advisement of Prof. Jose C. Principe.
 
My Research Interests

Neural Engineering
Machine learning
Adaptive Signal Processing
Brain Machine Interface
 
Picture
Links

 
CNEL Papers
Dissertation
1Lin Li,"KERNEL BASED MACHINE LEARNING FRAMEWORK FOR NEURAL DECODING", Dec. 2012, University of Florida.(author PDF)
 
Journal Papers
1Lin Li, Austin J. Brockmeier, John S. Choi, Joseph T. Francis, Justin C. Sanchez, and José C. Príncipe, "A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control", Computational Intelligence and Neuroscience, Vol. 2014, No. , pp. 87016-, Apr. 2014,DOI:10.1155/2014/870160 (author PDF)
2Lin Li, Il Memming Park, Austin Brockmeier,Badong Chen, Sohan Seth, Joseph T. Francis, Justin C. Sanchez, and Jose C. Principe , "Adaptive Inverse Control of Neural Spatiotemporal Spike Patterns with a Reproducing Kernel Hilbert Space (RKHS) Framework", Trans. on Neural Systems and Rehabilitation Engineering, Vol. 21, No. 4, pp. 532-543, July 2013,DOI:10.1109/TNSRE.2012.2200300 (author PDF)
3Il Memming Park, Seth, S., Paiva, A., Lin Li, Principe, J., "Kernel Methods on Spike Train Space for Neuroscience: A Tutorial", Signal Processing Magazine, Vol. 30, No. 4, pp. 149-160, July 2013,DOI:10.1109/MSP.2013.2251072
4Lin Li, Il Memming Park, Sohan Seth, Justin C. Sanchez, Jose C. Principe, "Functional Connectivity Dynamics Among Cortical Neurons: A Dependence Analysis", Trans. on Neural Systems and Rehabilitation Engineering, Vol. 20, No. 1, pp. 18-30, Jan. 2012,DOI:10.1109/TNSRE.2011.2176749 (author PDF)
 
Conference Papers
1Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, and Jose C. Principe, "Subspace Matching Thalamic Microstimulation to Tactile Evoked Potentials in Rat Somatosensory Cortex", EMBS, pp. 2957 -2960, Sept. 2012,DOI:10.1109/EMBC.2012.6346584 (author PDF)
2Austin J. Brockmeier, Mehrnaz Kh. Hazrati, Walter J. Freeman, Lin Li, and Jose C. Principe, "Locating Spatial Patterns of Waveforms during Sensory Perception in Scalp EEG", EMBS, pp. 2531-2534, Sept. 2012,DOI:10.1109/EMBC.2012.6346479 (author PDF)
3Bilal Fadlallah, Sohan Seth, Austin Brockmeier, Lin Li, Andreas Keil and Jose Principe, "An Association Framework to Analyze Dependence Structure in Time Series", EMBS, pp. 6176-6179, 2012,DOI:10.1109/EMBC.2012.6347404 (author PDF)
4Lin Li; Il Memming Park; Seth, S.; Choi, J.S.; Francis, J.T.; Sanchez, J.C.;Principe, J.C., "An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS)", MLSP, pp. 1-6, Sept. 2011,DOI:10.1109/MLSP.2011.6064603 (author PDF)
 

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