Claudia Lainscsek

TitleAssociate Project Scientist
InstitutionUniversity of California San Diego
DepartmentInstitute for Neural Computation
Address9500 Gilman Drive #0932
La Jolla CA 92093
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    1. Lainscsek C, Weyhenmeyer J, Cash SS, Sejnowski TJ. Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data. Neural Comput. 2017 Dec; 29(12):3181-3218. PMID: 28777720.
      View in: PubMed
    2. Lainscsek C, Muller LE, Sampson AL, Sejnowski TJ. Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data. Neural Comput. 2017 Jul; 29(7):2004-2020. PMID: 28562224.
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    3. Das A, Sampson AL, Lainscsek C, Muller L, Lin W, Doyle JC, Cash SS, Halgren E, Sejnowski TJ. Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings. Neural Comput. 2017 Mar; 29(3):603-642. PMID: 28095202.
      View in: PubMed
    4. Lainscsek C, Weyhenmeyer J, Sejnowski TJ, Letellier C. Discovering independent parameters in complex dynamical systems. Chaos Solitons Fractals. 2015 Jul; 76:182-189. PMID: 25983399.
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    5. Lainscsek C, Sejnowski TJ. Delay differential analysis of time series. Neural Comput. 2015 Mar; 27(3):594-614. PMID: 25602777; PMCID: PMC4374491.
    6. Lainscsek C, Hernandez ME, Poizner H, Sejnowski TJ. Delay differential analysis of electroencephalographic data. Neural Comput. 2015 Mar; 27(3):615-27. PMID: 25149701; PMCID: PMC4372301.
    7. Weyhenmeyer J, Hernandez ME, Lainscsek C, Sejnowski TJ, Poizner H. Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:3292-5. PMID: 25570694.
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    8. Lainscsek C, Hernandez ME, Weyhenmeyer J, Sejnowski TJ, Poizner H. Non-linear dynamical analysis of EEG time series distinguishes patients with Parkinson's disease from healthy individuals. Front Neurol. 2013; 4:200. PMID: 24376436; PMCID: PMC3858815.
    9. Lainscsek C, Weyhenmeyer J, Hernandez ME, Poizner H, Sejnowski TJ. Non-linear dynamical classification of short time series of the rössler system in high noise regimes. Front Neurol. 2013; 4:182. PMID: 24379798; PMCID: PMC3825183.
    10. Lainscsek C, Sejnowski TJ. Electrocardiogram classification using delay differential equations. Chaos. 2013 Jun; 23(2):023132. PMID: 23822497; PMCID: PMC3710263.
    11. Lainscsek C. A class of Lorenz-like systems. Chaos. 2012 Mar; 22(1):013126. PMID: 22463002.
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    12. Lainscsek C. Nonuniqueness of global modeling and time scaling. Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct; 84(4 Pt 2):046205. PMID: 22181243.
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    13. Lainscsek C, Letellier C, Schürrer F. Ansatz library for global modeling with a structure selection. Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Jul; 64(1 Pt 2):016206. PMID: 11461366.
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