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Sohan Seth, Ph.D. - Publications

Affiliations: 
2011 University of Florida, Gainesville, Gainesville, FL, United States 
Area:
Electronics and Electrical Engineering, Computer Engineering
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27 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
2016 Seth S, Eugster MJ. Archetypal Analysis for Nominal Observations. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 849-61. PMID 27046837 DOI: 10.1109/Tpami.2015.2470655  0.326
2016 Seth S, Eugster MJA. Probabilistic archetypal analysis Machine Learning. 102: 85-113. DOI: 10.1007/S10994-015-5498-8  0.334
2014 Seth S, Príncipe JC. Learning dependence from samples. International Journal of Bioinformatics Research and Applications. 10: 43-58. PMID 24449692 DOI: 10.1504/Ijbra.2014.058777  0.502
2014 Pokharel R, Seth S, Principe JC. Quantized mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. 4168-4174. DOI: 10.1109/IJCNN.2014.6889975  0.362
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  0.495
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  0.745
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  0.76
2013 Pokharel R, Seth S, Principe JC. Mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706867  0.35
2012 Seth S, Príncipe JC. Assessing Granger non-causality using nonparametric measure of conditional independence. Ieee Transactions On Neural Networks and Learning Systems. 23: 47-59. PMID 24808455 DOI: 10.1109/Tnnls.2011.2178327  0.523
2012 Fadlallah BH, Brockmeier AJ, Seth S, Li L, Keil A, Príncipe JC. An association framework to analyze dependence structure in time series. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6176-9. PMID 23367339 DOI: 10.1109/EMBC.2012.6347404  0.709
2012 Fadlallah B, Seth S, Keil A, Príncipe J. Quantifying cognitive state from EEG using dependence measures. Ieee Transactions On Bio-Medical Engineering. 59: 2773-81. PMID 22851234 DOI: 10.1109/Tbme.2012.2210283  0.75
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  0.69
2012 Seth S, Príncipe JC. Conditional association. Neural Computation. 24: 1882-905. PMID 22428596 DOI: 10.1162/Neco_A_00298  0.508
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  0.719
2012 Chen B, Zhao S, Seth S, Principe JC. Online efficient learning with quantized KLMS and L 1 regularization Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252455  0.701
2012 Fadlallah BH, Seth S, Keil A, Príncipe JC. Analyzing dependence structure of the human brain in response to visual stimuli Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 745-748. DOI: 10.1109/ICASSP.2012.6287991  0.351
2011 Fadlallah BH, Seth S, Keil A, Príncipe JC. Robust EEG preprocessing for dependence-based condition discrimination. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1407-10. PMID 22254581 DOI: 10.1109/IEMBS.2011.6090331  0.731
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  0.659
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  0.692
2011 Seth S, Brockmeier AJ, Choi JS, Semework M, Francis JT, Príncipe JC. Evaluating dependence in spike train metric spaces Proceedings of the International Joint Conference On Neural Networks. 2645-2652. DOI: 10.1109/IJCNN.2011.6033564  0.699
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  0.596
2011 Seth S, Brockmeier AJ, Principe JC. A metric approach toward point process divergence Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2104-2107. DOI: 10.1109/ICASSP.2011.5946741  0.68
2011 Rao M, Seth S, Xu J, Chen Y, Tagare H, Príncipe JC. A test of independence based on a generalized correlation function Signal Processing. 91: 15-27. DOI: 10.1016/J.Sigpro.2010.06.002  0.728
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  0.692
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  0.692
2009 Kwon J, Seth S, Keil A, Principe JC. Estimation of instantaneous power in the EEG to assess brain connectivity with high temporal resolution. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 332-5. PMID 19964219 DOI: 10.1109/IEMBS.2009.5333720  0.406
2009 Seth S, Principe JC. Estimation of density ratio and its application to design a measure of dependence Machine Learning For Signal Processing Xix - Proceedings of the 2009 Ieee Signal Processing Society Workshop, Mlsp 2009. DOI: 10.1109/MLSP.2009.5306226  0.402
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