Il Memming Park, Ph.D. - Publications

Affiliations: 
Center for Perceptual Systems Stony Brook University, Stony Brook, NY, United States 
Area:
Computational Neuroscience, spike train, point process, computational methods, decision, olfaction
Website:
http://catniplab.github.io

45 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhao Y, Yates JL, Levi AJ, Huk AC, Park IM. Stimulus-choice (mis)alignment in primate area MT. Plos Computational Biology. 16: e1007614. PMID 32421716 DOI: 10.1371/journal.pcbi.1007614  1
2020 Michaelis BT, Leathers KW, Bobkov YV, Ache BW, Principe JC, Baharloo R, Park IM, Reidenbach MA. Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume. Scientific Reports. 10: 7961. PMID 32409665 DOI: 10.1038/s41598-020-64766-y  1
2018 Esfahany K, Siergiej I, Zhao Y, Park IM. Organization of Neural Population Code in Mouse Visual System. Eneuro. 5. PMID 30073193 DOI: 10.1523/ENEURO.0414-17.2018  1
2018 Kirschen GW, Ge S, Park IM. Probability of Viral Labeling of Neural Stem Cells In Vivo. Neuroscience Letters. PMID 29777716 DOI: 10.1016/j.neulet.2018.05.016  0.76
2017 Yates JL, Park IM, Katz LN, Pillow JW, Huk AC. Functional dissection of signal and noise in MT and LIP during decision-making. Nature Neuroscience. PMID 28758998 DOI: 10.1038/nn.4611  1
2014 Park IM, Meister ML, Huk AC, Pillow JW. Encoding and decoding in parietal cortex during sensorimotor decision-making. Nature Neuroscience. 17: 1395-403. PMID 25174005 DOI: 10.1038/nn.3800  1
2014 Park IM, Bobkov YV, Ache BW, Príncipe JC. Intermittency coding in the primary olfactory system: a neural substrate for olfactory scene analysis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 941-52. PMID 24431452 DOI: 10.1523/JNEUROSCI.2204-13.2014  1
2014 Park IM, Seth S, Van Vaerenbergh S. Probabilistic kernel least mean squares algorithms Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 8272-8276. DOI: 10.1109/ICASSP.2014.6855214  1
2014 Archer E, Park IM, Pillow JW. Bayesian entropy estimation for countable discrete distributions Journal of Machine Learning Research. 15: 2833-2868.  1
2013 Li L, Park IM, Brockmeier A, Chen B, Seth S, Francis JT, Sanchez JC, Príncipe JC. Adaptive inverse control of neural spatiotemporal spike patterns with a reproducing kernel Hilbert space (RKHS) framework. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 21: 532-43. PMID 22868633 DOI: 10.1109/TNSRE.2012.2200300  1
2013 Archer E, Park IM, Pillow JW. Bayesian and quasi-Bayesian estimators for mutual information from discrete data Entropy. 15: 1738-1755. DOI: 10.3390/e15051738  1
2013 Park IM, Seth S, Paiva ARC, Li L, Principe JC. Kernel methods on spike train space for neuroscience: A tutorial Ieee Signal Processing Magazine. 30: 149-160. DOI: 10.1109/MSP.2013.2251072  1
2013 Park IM, Archer E, Priebe N, Pillow JW. Spectral methods for neural characterization using generalized quadratic models Advances in Neural Information Processing Systems 1
2013 Park IM, Archer E, Latimer K, Pillow JW. Universal models for binary spike patterns using centered Dirichlet processes Advances in Neural Information Processing Systems 1
2013 Archer E, Park IM, Pillow JW. Bayesian entropy estimation for binary spike train data using parametric prior knowledge Advances in Neural Information Processing Systems 1
2012 Park IM, Seth S, Rao M, Príncipe JC. Strictly positive-definite spike train kernels for point-process divergences. Neural Computation. 24: 2223-50. PMID 22509968 DOI: 10.1162/NECO_a_00309  1
2012 Li L, Park IM, Seth S, Sanchez JC, Principe JC. Functional connectivity dynamics among cortical neurons: a dependence analysis. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 18-30. PMID 22194249 DOI: 10.1109/TNSRE.2011.2176749  1
2012 Archer E, Park IM, Pillow JW. Bayesian estimation of discrete entropy with mixtures of stick-breaking priors Advances in Neural Information Processing Systems. 3: 2015-2023.  1
2011 Seth S, Rao M, Park I, Príncipe JC. A unified framework for quadratic measures of independence Ieee Transactions On Signal Processing. 59: 3624-3635. DOI: 10.1109/TSP.2011.2153197  1
2011 Li L, Park IM, Seth S, Choi JS, Francis JT, Sanchez JC, Príncipe JC. An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS) Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064603  1
2011 Park I, Seth S, Rao M, Príncipe JC. Estimation of symmetric chi-square divergence for point processes Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016-2019. DOI: 10.1109/ICASSP.2011.5946907  1
2011 Kim BH, Park KC, Park YH, Park IM. Effect of Ca and Sr additions on high temperature and corrosion properties of Mg-4Al-2Sn based alloys Materials Science and Engineering A. 528: 808-814. DOI: 10.1016/j.msea.2010.10.038  0.4
2011 Lee SG, Jeon JJ, Park KC, Park YH, Park IM. The effects of alloying elements on microstructure and properties of gravity casting Mg-Sn-Al-Si alloy Materials Chemistry and Physics. 128: 208-213. DOI: 10.1016/j.matchemphys.2011.02.054  0.4
2011 Son JH, Lee WJ, Park YH, Park IM. Fabrication and thermal expansion behavior of a magnesium-matrix composite with a high content of reinforcing SiC particles Mechanics of Composite Materials. 47: 427-434. DOI: 10.1007/s11029-011-9220-z  0.4
2011 Lee WJ, Kim YJ, Kang NH, Park IM, Park YH. Finite-element modeling of the particle clustering effect in a powder-metallurgy-processed ceramic-particle-reinforced metal matrix composite on its mechanical properties Mechanics of Composite Materials. 46: 639-648. DOI: 10.1007/s11029-011-9177-y  0.4
2011 Park IM, Pillow JW. Bayesian spike-triggered covariance analysis Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 1
2010 Brockmeier AJ, Park I, Mahmoudi B, Sanchez JC, Principe JC. Spatio-temporal clustering of firing rates for neural state estimation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6023-6. PMID 21097115 DOI: 10.1109/IEMBS.2010.5627600  1
2010 Li L, Park I, Seth S, Sanchez JC, Principe JC. Neuronal functional connectivity dynamics in cortex: An MSC-based analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4136-9. PMID 21096881 DOI: 10.1109/IEMBS.2010.5627362  1
2010 Park IM, Oh DW, Kim SY, Choi JD. Clinical feasibility of integrating fast-tempo auditory stimulation with self-adopted walking training for improving walking function in post-stroke patients: A randomized, controlled pilot trial Journal of Physical Therapy Science. 22: 295-300. DOI: 10.1589/jpts.22.295  0.52
2010 Park SK, Choi JM, Kim YJ, Park IM, Park YH. Effect of reinforcement on sliding wear behaviors of hypereutectic Al-Si composites prepared by powder metallurgy Surface Review and Letters. 17: 257-260. DOI: 10.1142/S0218625X1001403X  0.4
2010 Park I, Príncipe JC. Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5442-5445. DOI: 10.1109/ICASSP.2010.5494920  1
2010 Paiva ARC, Park I, Príncipe JAC. Inner Products for Representation and Learning in the Spike Train Domain Statistical Signal Processing For Neuroscience and Neurotechnology. 265-309. DOI: 10.1016/B978-0-12-375027-3.00008-9  1
2010 Paiva ARC, Park I, Príncipe JC. A comparison of binless spike train measures Neural Computing and Applications. 19: 405-419. DOI: 10.1007/s00521-009-0307-6  1
2010 Seth S, Park IM, Brockmeier AJ, Semework M, Choi J, Francis JT, Príncipe JC. A novel family of non-parametric cumulative based divergences for point processes Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2009 Li L, Seth S, Park I, Sanchez JC, Principe JC. Estimation and visualization of neuronal functional connectivity in motor tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2926-9. PMID 19964602 DOI: 10.1109/IEMBS.2009.5333991  1
2009 Liu W, Park I, Principe JC. An information theoretic approach of designing sparse kernel adaptive filters. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1950-61. PMID 19923047 DOI: 10.1109/TNN.2009.2033676  1
2009 Dockendorf KP, Park I, He P, Príncipe JC, DeMarse TB. Liquid state machines and cultured cortical networks: the separation property. Bio Systems. 95: 90-7. PMID 18761392 DOI: 10.1016/j.biosystems.2008.08.001  1
2008 Paiva AR, Park I, Sanchez JC, Príncipe JC. Peri-event cross-correlation over time for analysis of interactions in neuronal firing. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1903-6. PMID 19163061 DOI: 10.1109/IEMBS.2008.4649558  1
2008 Park I, Paiva AR, Demarse TB, Príncipe JC. An efficient algorithm for continuous time cross correlogram of spike trains. Journal of Neuroscience Methods. 168: 514-23. PMID 18054082 DOI: 10.1016/j.jneumeth.2007.10.005  1
2008 Paiva ARC, Park I, Príncipe JC. Reproducing kernel Hilbert spaces for spike train analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5212-5215. DOI: 10.1109/ICASSP.2008.4518834  1
2008 Park I, Príncipe JC. Correntropy based Granger causality Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3605-3608. DOI: 10.1109/ICASSP.2008.4518432  1
2007 Park I, Paiva ARC, Príncipe JC, Harris JG. A closed form solution for multiple-input spike based adaptive filters Ieee International Conference On Neural Networks - Conference Proceedings. 2064-2068. DOI: 10.1109/IJCNN.2007.4371276  1
2007 Paiva ARC, Rao S, Park I, Príncipe JC. Spectral clustering of synchronous spike trains Ieee International Conference On Neural Networks - Conference Proceedings. 1831-1835. DOI: 10.1109/IJCNN.2007.4371236  1
2007 Paiva A, Park I, Principe JC. Innovating signal processing for spike train data Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 5431. DOI: 10.1109/IEMBS.2007.4353572  1
2006 Park I, Xu D, Demarse TB, Principe JC. Modeling of synchronized burst in dissociated cortical tissue: An exploration of parameter space Ieee International Conference On Neural Networks - Conference Proceedings. 581-586.  1
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