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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
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53 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
2022 Zhao Y, Nassar J, Jordan I, Bugallo M, Park IM. Streaming Variational Monte Carlo. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 35201981 DOI: 10.1109/TPAMI.2022.3153225  0.761
2021 Jordan ID, Sokół PA, Park IM. Gated Recurrent Units Viewed Through the Lens of Continuous Time Dynamical Systems. Frontiers in Computational Neuroscience. 15: 678158. PMID 34366817 DOI: 10.3389/fncom.2021.678158  0.739
2020 Jordan ID, Park IM. Birhythmic Analog Circuit Maze: A Nonlinear Neurostimulation Testbed. Entropy (Basel, Switzerland). 22. PMID 33286310 DOI: 10.3390/e22050537  0.774
2020 Dikecligil GN, Graham DM, Park IM, Fontanini A. Layer and cell type specific response properties of gustatory cortex neurons in awake mice. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33172981 DOI: 10.1523/JNEUROSCI.1579-19.2020  0.617
2020 Zhao Y, Park IM. Variational Online Learning of Neural Dynamics. Frontiers in Computational Neuroscience. 14: 71. PMID 33154718 DOI: 10.3389/fncom.2020.00071  0.556
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  0.774
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  0.701
2020 Jordan ID, Park IM. Birhythmic Analog Circuit Maze: A Nonlinear Neurostimulation Testbed Entropy. 22: 537. DOI: 10.3390/E22050537  0.772
2019 Hocker D, Park IM. Myopic control of neural dynamics. Plos Computational Biology. 15: e1006854. PMID 30856171 DOI: 10.1371/Journal.Pcbi.1006854  0.784
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  0.48
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  0.762
2017 Zhao Y, Park IM. Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike Trains. Neural Computation. 1-24. PMID 28333587 DOI: 10.1162/Neco_A_00953  0.621
2016 Sharpee TO, Destexhe A, Kawato M, Sekulić V, Skinner FK, Wójcik DK, Chintaluri C, Cserpán D, Somogyvári Z, Kim JK, Kilpatrick ZP, Bennett MR, Josić K, Elices I, Arroyo D, ... ... Park IM, et al. 25th Annual Computational Neuroscience Meeting: CNS-2016 Bmc Neuroscience. 17: 54. PMID 27534393 DOI: 10.1186/S12868-016-0283-6  0.739
2015 Yates J, Archer E, Huk AC, Park IM. Canonical correlations reveal co-variability between spike trains and local field potentials in area MT) Bmc Neuroscience. 16: P194. DOI: 10.1186/1471-2202-16-S1-P194  0.755
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  0.753
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  0.708
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  0.623
2014 Archer E, Park IM, Pillow JW. Bayesian entropy estimation for countable discrete distributions Journal of Machine Learning Research. 15: 2833-2868.  0.551
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  0.796
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  0.605
2013 Park IM, Archer E, Pillow J. Bayesian entropy estimators for spike trains Bmc Neuroscience. 14. DOI: 10.1186/1471-2202-14-S1-P316  0.617
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  0.793
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.  0.619
2013 Park IM, Archer E, Priebe N, Pillow JW. Spectral methods for neural characterization using generalized quadratic models Advances in Neural Information Processing Systems.  0.6
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.  0.745
2012 Bobkov Y, Park I, Park I, Ukhanov K, Principe J, Ache B. Cellular basis for response diversity in the olfactory periphery. Plos One. 7: e34843. PMID 22514675 DOI: 10.1371/Journal.Pone.0034843  0.684
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  0.792
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  0.787
2012 Bobkov Y, Park I, Ukhanov K, Principe J, Ache B. Correction: Cellular Basis for Response Diversity in the Olfactory Periphery Plos One. 7. DOI: 10.1371/Annotation/B7163295-4Bf4-4Ddc-8A17-044C6Eb54A5D  0.67
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.  0.558
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  0.758
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  0.769
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  0.728
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.  0.596
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  0.783
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  0.772
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  0.448
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  0.627
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  0.716
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  0.764
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  0.619
2009 Paiva AR, Park I, Príncipe JC. A reproducing kernel Hilbert space framework for spike train signal processing. Neural Computation. 21: 424-49. PMID 19431265 DOI: 10.1162/Neco.2008.09-07-614  0.731
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  0.71
2009 Liu W, Park I, Wang Y, Principe JC. Extended Kernel Recursive Least Squares Algorithm Ieee Transactions On Signal Processing. 57: 3801-3814. DOI: 10.1109/Tsp.2009.2022007  0.701
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  0.721
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  0.792
2008 Xu J, Paiva ARC, Park I, Principe JC. A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning Ieee Transactions On Signal Processing. 56: 5891-5902. DOI: 10.1109/Tsp.2008.2005085  0.764
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  0.698
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  0.338
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  0.662
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  0.68
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  0.693
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.  0.629
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