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Claudia Lainscsek

Title(s)Project Scientist, Institute for Neural Computation
SchoolVc-research
Address9500 Gilman Drive #
La Jolla CA 92093
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. An open-access EEG dataset for speech decoding: Exploring the role of articulation and coarticulation. Sci Data. 2025 Jun 17; 12(1):1017. Moreira JPC, Carvalho VR, Mendes EMAM, Fallah A, Sejnowski TJ, Lainscsek C, Comstock L. PMID: 40527877; PMCID: PMC12174370.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    2. Transcranial Magnetic Stimulation Facilitates Neural Speech Decoding. Brain Sci. 2024 Sep 02; 14(9). Comstock L, Carvalho VR, Lainscsek C, Fallah A, Sejnowski TJ. PMID: 39335391; PMCID: PMC11430724.
      View in: PubMed   Mentions: 1  
    3. Decoding imagined speech with delay differential analysis. Front Hum Neurosci. 2024; 18:1398065. Carvalho VR, Mendes EMAM, Fallah A, Sejnowski TJ, Comstock L, Lainscsek C. PMID: 38826617; PMCID: PMC11140152.
      View in: PubMed   Mentions: 2  
    4. Network-motif delay differential analysis of brain activity during seizures. Chaos. 2023 Dec 01; 33(12). Lainscsek C, Salami P, Carvalho VR, Mendes EMAM, Fan M, Cash SS, Sejnowski TJ. PMID: 38156987; PMCID: PMC10757649.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    5. Transformations that preserve the uniqueness of the differential form for Lorenz-like systems. Chaos. 2023 Oct 01; 33(10). Lainscsek C, Mendes EMAM, Salgado GHO, Sejnowski TJ. PMID: 37832517; PMCID: PMC10576629.
      View in: PubMed   Mentions:    Fields:    
    6. Brain network dynamics codify heterogeneity in seizure evolution. Brain Commun. 2022; 4(5):fcac234. Rungratsameetaweemana N, Lainscsek C, Cash SS, Garcia JO, Sejnowski TJ, Bansal K. PMID: 36196085; PMCID: PMC9527667.
      View in: PubMed   Mentions: 9  
    7. Dynamical ergodicity DDA reveals causal structure in time series. Chaos. 2021 Oct; 31(10):103108. Lainscsek C, Cash SS, Sejnowski TJ, Kurths J. PMID: 34717330; PMCID: PMC12640249.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    8. Diffeomorphical equivalence vs topological equivalence among Sprott systems. Chaos. 2021 Aug; 31(8):083126. Mendes EMAM, Lainscsek C, Letellier C. PMID: 34470225.
      View in: PubMed   Mentions: 1     Fields:    
    9. Assessing observability of chaotic systems using Delay Differential Analysis. Chaos. 2020 Oct; 30(10):103113. Gonzalez CE, Lainscsek C, Sejnowski TJ, Letellier C. PMID: 33138467; PMCID: PMC7556884.
      View in: PubMed   Mentions: 2     Fields:    
    10. Cortical chimera states predict epileptic seizures. Chaos. 2019 Dec; 29(12):121106. Lainscsek C, Rungratsameetaweemana N, Cash SS, Sejnowski TJ. PMID: 31893650; PMCID: PMC7043836.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    11. Causality detection in cortical seizure dynamics using cross-dynamical delay differential analysis. Chaos. 2019 Oct; 29(10):101103. Lainscsek C, Gonzalez CE, Sampson AL, Cash SS, Sejnowski TJ. PMID: 31675829; PMCID: PMC6783296.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    12. Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures. Neural Comput. 2019 07; 31(7):1271-1326. Das A, Sexton D, Lainscsek C, Cash SS, Sejnowski TJ. PMID: 31113298; PMCID: PMC7155929.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    13. Nonlinear dynamics underlying sensory processing dysfunction in schizophrenia. Proc Natl Acad Sci U S A. 2019 02 26; 116(9):3847-3852. Lainscsek C, Sampson AL, Kim R, Thomas ML, Man K, Lainscsek X, COGS Investigators, Swerdlow NR, Braff DL, Sejnowski TJ, Light GA. PMID: 30808768; PMCID: PMC6397565.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    14. Delay differential analysis for dynamical sleep spindle detection. J Neurosci Methods. 2019 03 15; 316:12-21. Sampson AL, Lainscsek C, Gonzalez CE, Ulbert I, Devinsky O, Fabó D, Madsen JR, Halgren E, Cash SS, Sejnowski TJ. PMID: 30707917; PMCID: PMC6447286.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    15. Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data. Neural Comput. 2017 12; 29(12):3181-3218. Lainscsek C, Weyhenmeyer J, Cash SS, Sejnowski TJ. PMID: 28777720.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    16. Analytical Derivation of Nonlinear Spectral Effects and 1/f Scaling Artifact in Signal Processing of Real-World Data. Neural Comput. 2017 07; 29(7):2004-2020. Lainscsek C, Muller LE, Sampson AL, Sejnowski TJ. PMID: 28562224; PMCID: PMC5555851.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansAnimals
    17. Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings. Neural Comput. 2017 03; 29(3):603-642. Das A, Sampson AL, Lainscsek C, Muller L, Lin W, Doyle JC, Cash SS, Halgren E, Sejnowski TJ. PMID: 28095202; PMCID: PMC5424817.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    18. Discovering independent parameters in complex dynamical systems. Chaos Solitons Fractals. 2015 Jul; 76:182-189. Lainscsek C, Weyhenmeyer J, Sejnowski TJ, Letellier C. PMID: 25983399; PMCID: PMC4429610.
      View in: PubMed   Mentions:
    19. Delay differential analysis of time series. Neural Comput. 2015 Mar; 27(3):594-614. Lainscsek C, Sejnowski TJ. PMID: 25602777; PMCID: PMC4374491.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    20. Delay differential analysis of electroencephalographic data. Neural Comput. 2015 Mar; 27(3):615-27. Lainscsek C, Hernandez ME, Poizner H, Sejnowski TJ. PMID: 25149701; PMCID: PMC4372301.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    21. Muscle artifacts in single trial EEG data distinguish patients with Parkinson's disease from healthy individuals. Annu Int Conf IEEE Eng Med Biol Soc. 2014; 2014:3292-5. Weyhenmeyer J, Hernandez ME, Lainscsek C, Sejnowski TJ, Poizner H. PMID: 25570694.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    22. Non-linear dynamical analysis of EEG time series distinguishes patients with Parkinson's disease from healthy individuals. Front Neurol. 2013; 4:200. Lainscsek C, Hernandez ME, Weyhenmeyer J, Sejnowski TJ, Poizner H. PMID: 24376436; PMCID: PMC3858815.
      View in: PubMed   Mentions: 21  
    23. Non-linear dynamical classification of short time series of the rössler system in high noise regimes. Front Neurol. 2013; 4:182. Lainscsek C, Weyhenmeyer J, Hernandez ME, Poizner H, Sejnowski TJ. PMID: 24379798; PMCID: PMC3825183.
      View in: PubMed   Mentions: 11  
    24. Electrocardiogram classification using delay differential equations. Chaos. 2013 Jun; 23(2):023132. Lainscsek C, Sejnowski TJ. PMID: 23822497; PMCID: PMC3710263.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    25. A class of Lorenz-like systems. Chaos. 2012 Mar; 22(1):013126. Lainscsek C. PMID: 22463002.
      View in: PubMed   Mentions: 2     Fields:    
    26. Nonuniqueness of global modeling and time scaling. Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct; 84(4 Pt 2):046205. Lainscsek C. PMID: 22181243.
      View in: PubMed   Mentions: 6     Fields:    
    27. Ansatz library for global modeling with a structure selection. Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Jul; 64(1 Pt 2):016206. Lainscsek CS, Letellier C, Schürrer F. PMID: 11461366.
      View in: PubMed   Mentions: 7     Fields:    
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