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Terrence Sejnowski

TitleAdjunct Professor
InstitutionUniversity of California San Diego
DepartmentComputer Science and Engineering
Address9500 Gilman Drive #0523
La Jolla CA 92093
Phone858-587-0423
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    Collapse Research 
    Collapse Research Activities and Funding
    CRCNS: Regulating AMPAR trapping and desensitization in the postsynaptic density
    NIH/NIMH R01MH115556Sep 1, 2017 - Jun 30, 2021
    Role: Principal Investigator
    CRCNS: Modeling Activation of CaMKII in Spines
    NIH/NIDA R01DA030749Jul 1, 2010 - Apr 30, 2014
    Role: Principal Investigator
    Intrinsic and synaptic mechanisms of epileptogenesis triggered by cortical trauma
    NIH/NINDS R01NS059740Sep 30, 2009 - Aug 31, 2014
    Role: Principal Investigator
    CRCNS: Integrated Empirical and Multi-scale Modeling of Human Sleep Spindles
    NIH/NIBIB R01EB009282Sep 8, 2008 - Apr 30, 2017
    Role: Principal Investigator
    Ionic Cell Signaling in Small Spaces
    NIH/NIMH R01MH079076Jul 1, 2008 - Mar 31, 2014
    Role: Principal Investigator
    Identification of Spike Patterns in Cortical Networks
    NIH/NIMH R01MH068481Mar 1, 2004 - Feb 28, 2008
    Role: Principal Investigator
    MECHANISMS OF FOCAL AND GENERALIZED SPIKE WAVE SEIZURES
    NIH/NINDS R01NS040522Sep 30, 2000 - Aug 31, 2004
    Role: Principal Investigator
    INDEPENDENT COMPONENT ANALYSIS OF HUMAN BRAIN ACTIVITY
    NIH/NIMH R01MH061619May 15, 2000 - Jul 31, 2003
    Role: Principal Investigator
    Training Program in Cognitive Neuroscience
    NIH/NIMH T32MH020002Jul 15, 1999 - Jun 30, 2021
    Role: Principal Investigator
    COMPUTATIONAL MODELS OF HIPPOCAMPAL NEURONS
    NIH/NIMH R01MH046482Sep 30, 1991 - Aug 31, 1997
    Role: Principal Investigator
    High Performance Computing for Biomedical Research
    NIH P41RR006009Sep 1, 1990 - Jul 31, 2013
    Role: Co-Investigator
    IVEM and Image Analysis Resource
    NIH/NCRR P41RR004050Dec 12, 1988 - Mar 31, 2014
    Role: Co-Investigator

    Collapse Bibliographic 
    Collapse Publications
    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.
    List All   |   Timeline
    1. Sejnowski T. The prophet who foretold our future. Brain. 2018 Sep 01; 141(9):2820-2822. PMID: 30169586.
      View in: PubMed
    2. Haas KT, Compans B, Letellier M, Bartol TM, Grillo-Bosch D, Sejnowski TJ, Sainlos M, Choquet D, Thoumine O, Hosy E. Pre-post synaptic alignment through neuroligin-1 tunes synaptic transmission efficiency. Elife. 2018 Jul 25; 7. PMID: 30044218.
      View in: PubMed
    3. Ernst OK, Bartol T, Sejnowski T, Mjolsness E. Learning dynamic Boltzmann distributions as reduced models of spatial chemical kinetics. J Chem Phys. 2018 Jul 21; 149(3):034107. PMID: 30037235.
      View in: PubMed
    4. Krishnan GP, Rosen BQ, Chen JY, Muller L, Sejnowski TJ, Cash SS, Halgren E, Bazhenov M. Thalamocortical and intracortical laminar connectivity determines sleep spindle properties. PLoS Comput Biol. 2018 Jun 27; 14(6):e1006171. PMID: 29949575.
      View in: PubMed
    5. Moldakarimov S, Bazhenov M, Feldman DE, Sejnowski TJ. Structured networks support sparse traveling waves in rodent somatosensory cortex. Proc Natl Acad Sci U S A. 2018 May 15; 115(20):5277-5282. PMID: 29712831.
      View in: PubMed
    6. Ruiz-Martínez Á, Bartol TM, Sejnowski TJ, Tartakovsky DM. Efficient models of polymerization applied to FtsZ ring assembly in Escherichia coli. Proc Natl Acad Sci U S A. 2018 May 08; 115(19):4933-4938. PMID: 29686085.
      View in: PubMed
    7. Muller L, Chavane F, Reynolds J, Sejnowski TJ. Cortical travelling waves: mechanisms and computational principles. Nat Rev Neurosci. 2018 May; 19(5):255-268. PMID: 29563572.
      View in: PubMed
    8. Wang X, Pinto-Duarte A, Behrens MM, Zhou X, Sejnowski TJ. Ketamine independently modulated power and phase-coupling of theta oscillations in Sp4 hypomorphic mice. PLoS One. 2018; 13(3):e0193446. PMID: 29513708.
      View in: PubMed
    9. Bromer C, Bartol TM, Bowden JB, Hubbard DD, Hanka DC, Gonzalez PV, Kuwajima M, Mendenhall JM, Parker PH, Abraham WC, Sejnowski TJ, Harris KM. Long-term potentiation expands information content of hippocampal dentate gyrus synapses. Proc Natl Acad Sci U S A. 2018 Mar 06; 115(10):E2410-E2418. PMID: 29463730.
      View in: PubMed
    10. Wang M, He Y, Sejnowski TJ, Yu X. Brain-state dependent astrocytic Ca2+ signals are coupled to both positive and negative BOLD-fMRI signals. Proc Natl Acad Sci U S A. 2018 Feb 13; 115(7):E1647-E1656. PMID: 29382752.
      View in: PubMed
    11. O'Donnell C, Gonçalves JT, Portera-Cailliau C, Sejnowski TJ. Beyond excitation/inhibition imbalance in multidimensional models of neural circuit changes in brain disorders. Elife. 2017 Oct 11; 6. PMID: 29019321.
      View in: PubMed
    12. Holter KE, Kehlet B, Devor A, Sejnowski TJ, Dale AM, Omholt SW, Ottersen OP, Nagelhus EA, Mardal KA, Pettersen KH. Interstitial solute transport in 3D reconstructed neuropil occurs by diffusion rather than bulk flow. Proc Natl Acad Sci U S A. 2017 Sep 12; 114(37):9894-9899. PMID: 28847942.
      View in: PubMed
    13. Luo C, Keown CL, Kurihara L, Zhou J, He Y, Li J, Castanon R, Lucero J, Nery JR, Sandoval JP, Bui B, Sejnowski TJ, Harkins TT, Mukamel EA, Behrens MM, Ecker JR. Single-cell methylomes identify neuronal subtypes and regulatory elements in mammalian cortex. Science. 2017 08 11; 357(6351):600-604. PMID: 28798132.
      View in: PubMed
    14. 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
    15. Lin TW, Das A, Krishnan GP, Bazhenov M, Sejnowski TJ. Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings. Neural Comput. 2017 Oct; 29(10):2581-2632. PMID: 28777719.
      View in: PubMed
    16. Hurtado-López J, Ramirez-Moreno DF, Sejnowski TJ. Decision-making neural circuits mediating social behaviors : An attractor network model. J Comput Neurosci. 2017 Oct; 43(2):127-142. PMID: 28660531.
      View in: PubMed
    17. 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.
      View in: PubMed
    18. Veit J, Hakim R, Jadi MP, Sejnowski TJ, Adesnik H. Cortical gamma band synchronization through somatostatin interneurons. Nat Neurosci. 2017 Jul; 20(7):951-959. PMID: 28481348.
      View in: PubMed
    19. Peterson DA, Sejnowski TJ. A Dynamic Circuit Hypothesis for the Pathogenesis of Blepharospasm. Front Comput Neurosci. 2017; 11:11. PMID: 28326032.
      View in: PubMed
    20. 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
    21. Williams AH, O'Donnell C, Sejnowski TJ, O'Leary T. Dendritic trafficking faces physiologically critical speed-precision tradeoffs. Elife. 2016 12 30; 5. PMID: 28034367.
      View in: PubMed
    22. O'Donnell C, Gonçalves JT, Whiteley N, Portera-Cailliau C, Sejnowski TJ. The Population Tracking Model: A Simple, Scalable Statistical Model for Neural Population Data. Neural Comput. 2017 Jan; 29(1):50-93. PMID: 27870612.
      View in: PubMed
    23. Muller L, Piantoni G, Koller D, Cash SS, Halgren E, Sejnowski TJ. Rotating waves during human sleep spindles organize global patterns of activity that repeat precisely through the night. Elife. 2016 11 15; 5. PMID: 27855061.
      View in: PubMed
    24. Peterson DA, Littlewort GC, Bartlett MS, Macerollo A, Perlmutter JS, Jinnah HA, Hallett M, Sejnowski TJ. Objective, computerized video-based rating of blepharospasm severity. Neurology. 2016 Nov 15; 87(20):2146-2153. PMID: 27770067.
      View in: PubMed
    25. Grillner S, Ip N, Koch C, Koroshetz W, Okano H, Polachek M, Poo MM, Sejnowski TJ. Worldwide initiatives to advance brain research. Nat Neurosci. 2016 08 26; 19(9):1118-22. PMID: 27571190.
      View in: PubMed
    26. Reddy G, Celani A, Sejnowski TJ, Vergassola M. Learning to soar in turbulent environments. Proc Natl Acad Sci U S A. 2016 08 16; 113(33):E4877-84. PMID: 27482099; PMCID: PMC4995969 [Available on 02/16/17].
      View in: PubMed, PubMed Central
    27. Padmanabhan K, Osakada F, Tarabrina A, Kizer E, Callaway EM, Gage FH, Sejnowski TJ. Diverse Representations of Olfactory Information in Centrifugal Feedback Projections. J Neurosci. 2016 07 13; 36(28):7535-45. PMID: 27413162; PMCID: PMC4945671.
      View in: PubMed, PubMed Central
    28. Ruiz-Martinez A, Bartol TM, Sejnowski TJ, Tartakovsky DM. Efficient Multiscale Models of Polymer Assembly. Biophys J. 2016 Jul 12; 111(1):185-96. PMID: 27410746; PMCID: PMC4944489 [Available on 07/12/17].
      View in: PubMed, PubMed Central
    29. Rodrigues S, Desroches M, Krupa M, Cortes JM, Sejnowski TJ, Ali AB. Time-coded neurotransmitter release at excitatory and inhibitory synapses. Proc Natl Acad Sci U S A. 2016 Feb 23; 113(8):E1108-15. PMID: 26858411.
      View in: PubMed
    30. O'Donnell C, Sejnowski TJ. Street View of the Cognitive Map. Cell. 2016 Jan 14; 164(1-2):13-15. PMID: 26771481; PMCID: PMC4757473.
      View in: PubMed, PubMed Central
    31. Bartol TM, Bromer C, Kinney J, Chirillo MA, Bourne JN, Harris KM, Sejnowski TJ. Nanoconnectomic upper bound on the variability of synaptic plasticity. Elife. 2015 Nov 30; 4:e10778. PMID: 26618907; PMCID: PMC4737657.
      View in: PubMed, PubMed Central
    32. Schultz MD, He Y, Whitaker JW, Hariharan M, Mukamel EA, Leung D, Rajagopal N, Nery JR, Urich MA, Chen H, Lin S, Lin Y, Jung I, Schmitt AD, Selvaraj S, Ren B, Sejnowski TJ, Wang W, Ecker JR. Corrigendum: Human body epigenome maps reveal noncanonical DNA methylation variation. Nature. 2016 Feb 11; 530(7589):242. PMID: 26605523.
      View in: PubMed
    33. Veltz R, Sejnowski TJ. Periodic Forcing of Inhibition-Stabilized Networks: Nonlinear Resonances and Phase-Amplitude Coupling. Neural Comput. 2015 Dec; 27(12):2477-509. PMID: 26496044; PMCID: PMC4763930.
      View in: PubMed, PubMed Central
    34. Wang X, Pinto-Duarte A, Behrens MM, Zhou X, Sejnowski TJ. Characterization of spatio-temporal epidural event-related potentials for mouse models of psychiatric disorders. Sci Rep. 2015 Oct 13; 5:14964. PMID: 26459883; PMCID: PMC4602219.
      View in: PubMed, PubMed Central
    35. Bartol TM, Keller DX, Kinney JP, Bajaj CL, Harris KM, Sejnowski TJ, Kennedy MB. Computational reconstitution of spine calcium transients from individual proteins. Front Synaptic Neurosci. 2015; 7:17. PMID: 26500546; PMCID: PMC4595661.
      View in: PubMed, PubMed Central
    36. González OC, Krishnan GP, Chauvette S, Timofeev I, Sejnowski T, Bazhenov M. Modeling of Age-Dependent Epileptogenesis by Differential Homeostatic Synaptic Scaling. J Neurosci. 2015 Sep 30; 35(39):13448-62. PMID: 26424890; PMCID: PMC4588612.
      View in: PubMed, PubMed Central
    37. Jadi MP, Behrens MM, Sejnowski TJ. Abnormal Gamma Oscillations in N-Methyl-D-Aspartate Receptor Hypofunction Models of Schizophrenia. Biol Psychiatry. 2016 May 01; 79(9):716-26. PMID: 26281716; PMCID: PMC4720598 [Available on 05/01/17].
      View in: PubMed, PubMed Central
    38. Huh D, Sejnowski TJ. Spectrum of power laws for curved hand movements. Proc Natl Acad Sci U S A. 2015 Jul 21; 112(29):E3950-8. PMID: 26150514; PMCID: PMC4517202.
      View in: PubMed, PubMed Central
    39. 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.
      View in: PubMed
    40. Johnson T, Bartol T, Sejnowski T, Mjolsness E. Model reduction for stochastic CaMKII reaction kinetics in synapses by graph-constrained correlation dynamics. Phys Biol. 2015 Jun 18; 12(4):045005. PMID: 26086598.
      View in: PubMed
    41. Mo A, Mukamel EA, Davis FP, Luo C, Henry GL, Picard S, Urich MA, Nery JR, Sejnowski TJ, Lister R, Eddy SR, Ecker JR, Nathans J. Epigenomic Signatures of Neuronal Diversity in the Mammalian Brain. Neuron. 2015 Jun 17; 86(6):1369-84. PMID: 26087164; PMCID: PMC4499463.
      View in: PubMed, PubMed Central
    42. Schultz MD, He Y, Whitaker JW, Hariharan M, Mukamel EA, Leung D, Rajagopal N, Nery JR, Urich MA, Chen H, Lin S, Lin Y, Jung I, Schmitt AD, Selvaraj S, Ren B, Sejnowski TJ, Wang W, Ecker JR. Human body epigenome maps reveal noncanonical DNA methylation variation. Nature. 2015 Jul 09; 523(7559):212-6. PMID: 26030523; PMCID: PMC4499021.
      View in: PubMed, PubMed Central
    43. Jorgenson LA, Newsome WT, Anderson DJ, Bargmann CI, Brown EN, Deisseroth K, Donoghue JP, Hudson KL, Ling GS, MacLeish PR, Marder E, Normann RA, Sanes JR, Schnitzer MJ, Sejnowski TJ, Tank DW, Tsien RY, Ugurbil K, Wingfield JC. The BRAIN Initiative: developing technology to catalyse neuroscience discovery. Philos Trans R Soc Lond B Biol Sci. 2015 May 19; 370(1668). PMID: 25823863; PMCID: PMC4387507.
      View in: PubMed, PubMed Central
    44. Sejnowski TJ. Summary: Cognition in 2014. Cold Spring Harb Symp Quant Biol. 2014; 79:237-41. PMID: 25948639; PMCID: PMC4757460.
      View in: PubMed, PubMed Central
    45. Izpisua Belmonte JC, Callaway EM, Caddick SJ, Churchland P, Feng G, Homanics GE, Lee KF, Leopold DA, Miller CT, Mitchell JF, Mitalipov S, Moutri AR, Movshon JA, Okano H, Reynolds JH, Ringach D, Sejnowski TJ, Silva AC, Strick PL, Wu J, Zhang F. Brains, genes, and primates. Neuron. 2015 May 06; 86(3):617-31. PMID: 25950631.
      View in: PubMed
    46. Coggan JS, Sejnowski TJ, Prescott SA. Cooperativity between remote sites of ectopic spiking allows afterdischarge to be initiated and maintained at different locations. J Comput Neurosci. 2015 Aug; 39(1):17-28. PMID: 25929191; PMCID: PMC4496271.
      View in: PubMed, PubMed Central
    47. Moldakarimov S, Bazhenov M, Sejnowski TJ. Feedback stabilizes propagation of synchronous spiking in cortical neural networks. Proc Natl Acad Sci U S A. 2015 Feb 24; 112(8):2545-50. PMID: 25675531; PMCID: PMC4345606.
      View in: PubMed, PubMed Central
    48. Lainscsek C, Sejnowski TJ. Delay differential analysis of time series. Neural Comput. 2015 Mar; 27(3):594-614. PMID: 25602777; PMCID: PMC4374491.
      View in: PubMed, PubMed Central
    49. Sejnowski TJ. Consciousness. Daedalus. 2015; 144(1):123-132. PMID: 26900168.
      View in: PubMed
    50. Tanaka H, Sejnowski TJ. Motor adaptation and generalization of reaching movements using motor primitives based on spatial coordinates. J Neurophysiol. 2015 Feb 15; 113(4):1217-33. PMID: 25429111; PMCID: PMC4329437.
      View in: PubMed, PubMed Central
    51. Regner BM, Tartakovsky DM, Sejnowski TJ. Identifying transport behavior of single-molecule trajectories. Biophys J. 2014 Nov 18; 107(10):2345-51. PMID: 25418303; PMCID: PMC4241458.
      View in: PubMed, PubMed Central
    52. Sejnowski TJ, Churchland PS, Movshon JA. Putting big data to good use in neuroscience. Nat Neurosci. 2014 Nov; 17(11):1440-1. PMID: 25349909; PMCID: PMC4224030.
      View in: PubMed, PubMed Central
    53. Ritaccio A, Brunner P, Gunduz A, Hermes D, Hirsch LJ, Jacobs J, Kamada K, Kastner S, Knight RT, Lesser RP, Miller K, Sejnowski T, Worrell G, Schalk G. Proceedings of the Fifth International Workshop on Advances in Electrocorticography. Epilepsy Behav. 2014 Dec; 41:183-92. PMID: 25461213; PMCID: PMC4268064.
      View in: PubMed, PubMed Central
    54. Stefan MI, Bartol TM, Sejnowski TJ, Kennedy MB. Multi-state modeling of biomolecules. PLoS Comput Biol. 2014 Sep; 10(9):e1003844. PMID: 25254957; PMCID: PMC4201162.
      View in: PubMed, PubMed Central
    55. Mak-McCully RA, Deiss SR, Rosen BQ, Jung KY, Sejnowski TJ, Bastuji H, Rey M, Cash SS, Bazhenov M, Halgren E. Synchronization of isolated downstates (K-complexes) may be caused by cortically-induced disruption of thalamic spindling. PLoS Comput Biol. 2014 Sep; 10(9):e1003855. PMID: 25255217; PMCID: PMC4177663.
      View in: PubMed, PubMed Central
    56. 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.
      View in: PubMed, PubMed Central
    57. Moldakarimov S, Bazhenov M, Sejnowski TJ. Top-down inputs enhance orientation selectivity in neurons of the primary visual cortex during perceptual learning. PLoS Comput Biol. 2014 Aug; 10(8):e1003770. PMID: 25121603; PMCID: PMC4133043.
      View in: PubMed, PubMed Central
    58. Lee HS, Ghetti A, Pinto-Duarte A, Wang X, Dziewczapolski G, Galimi F, Huitron-Resendiz S, Piña-Crespo JC, Roberts AJ, Verma IM, Sejnowski TJ, Heinemann SF. Astrocytes contribute to gamma oscillations and recognition memory. Proc Natl Acad Sci U S A. 2014 Aug 12; 111(32):E3343-52. PMID: 25071179; PMCID: PMC4136580.
      View in: PubMed, PubMed Central
    59. Solstad T, Yousif HN, Sejnowski TJ. Place cell rate remapping by CA3 recurrent collaterals. PLoS Comput Biol. 2014 Jun; 10(6):e1003648. PMID: 24902003; PMCID: PMC4046921.
      View in: PubMed, PubMed Central
    60. Broccard FD, Mullen T, Chi YM, Peterson D, Iversen JR, Arnold M, Kreutz-Delgado K, Jung TP, Makeig S, Poizner H, Sejnowski T, Cauwenberghs G. Closed-loop brain-machine-body interfaces for noninvasive rehabilitation of movement disorders. Ann Biomed Eng. 2014 Aug; 42(8):1573-93. PMID: 24833254; PMCID: PMC4099421.
      View in: PubMed, PubMed Central
    61. McDonnell MD, Boahen K, Ijspeert A, Sejnowski TJ. Engineering Intelligent Electronic Systems Based on Computational Neuroscience. Proc IEEE Inst Electr Electron Eng. 2014 May; 102(5):646-651. PMID: 25418997.
      View in: PubMed
    62. Sejnowski TJ, Poizner H, Lynch G, Gepshtein S, Greenspan RJ. Prospective Optimization. Proc IEEE Inst Electr Electron Eng. 2014 May; 102(5). PMID: 25328167.
      View in: PubMed
    63. Jadi MP, Sejnowski TJ. Regulating Cortical Oscillations in an Inhibition-Stabilized Network. Proc IEEE Inst Electr Electron Eng. 2014 Apr 21; 102(5). PMID: 24966414.
      View in: PubMed
    64. Jadi MP, Sejnowski TJ. Cortical oscillations arise from contextual interactions that regulate sparse coding. Proc Natl Acad Sci U S A. 2014 May 06; 111(18):6780-5. PMID: 24742427.
      View in: PubMed
    65. O'Donnell C, Sejnowski TJ. Selective memory generalization by spatial patterning of protein synthesis. Neuron. 2014 Apr 16; 82(2):398-412. PMID: 24742462; PMCID: PMC4011079.
      View in: PubMed, PubMed Central
    66. Saremi S, Sejnowski TJ. On criticality in high-dimensional data. Neural Comput. 2014 Jul; 26(7):1329-39. PMID: 24708368; PMCID: PMC4764512.
      View in: PubMed, PubMed Central
    67. Edwards J, Daniel E, Kinney J, Bartol T, Sejnowski T, Johnston D, Harris K, Bajaj C. VolRoverN: enhancing surface and volumetric reconstruction for realistic dynamical simulation of cellular and subcellular function. Neuroinformatics. 2014 Apr; 12(2):277-89. PMID: 24100964; PMCID: PMC4033674.
      View in: PubMed, PubMed Central
    68. Yang L, Leung H, Peterson DA, Sejnowski TJ, Poizner H. Toward a semi-self-paced EEG brain computer interface: decoding initiation state from non-initiation state in dedicated time slots. PLoS One. 2014; 9(2):e88915. PMID: 24586440; PMCID: PMC3931691.
      View in: PubMed, PubMed Central
    69. 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.
      View in: PubMed
    70. 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.
      View in: PubMed, PubMed Central
    71. 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.
      View in: PubMed, PubMed Central
    72. Fields RD, Araque A, Johansen-Berg H, Lim SS, Lynch G, Nave KA, Nedergaard M, Perez R, Sejnowski T, Wake H. Glial biology in learning and cognition. Neuroscientist. 2014 Oct; 20(5):426-31. PMID: 24122821.
      View in: PubMed
    73. Cortes JM, Desroches M, Rodrigues S, Veltz R, Muñoz MA, Sejnowski TJ. Short-term synaptic plasticity in the deterministic Tsodyks-Markram model leads to unpredictable network dynamics. Proc Natl Acad Sci U S A. 2013 Oct 08; 110(41):16610-5. PMID: 24062464; PMCID: PMC3799370.
      View in: PubMed, PubMed Central
    74. Timofeev I, Sejnowski TJ, Bazhenov M, Chauvette S, Grand LB. Age dependency of trauma-induced neocortical epileptogenesis. Front Cell Neurosci. 2013; 7:154. PMID: 24065884; PMCID: PMC3776140.
      View in: PubMed, PubMed Central
    75. Golomb BA, Brenner S, Chalfie M, Glashow SL, Glauber RJ, Hubel DH, Maskin ES, Greengard P, Gross DJ, Roberts R, Tonegawa S, Wilczek FA, Brown EM, Sejnowski TJ. Chocolate habits of Nobel prizewinners. Nature. 2013 Jul 25; 499(7459):409. PMID: 23887421; PMCID: PMC4765315.
      View in: PubMed, PubMed Central
    76. Lister R, Mukamel EA, Nery JR, Urich M, Puddifoot CA, Johnson ND, Lucero J, Huang Y, Dwork AJ, Schultz MD, Yu M, Tonti-Filippini J, Heyn H, Hu S, Wu JC, Rao A, Esteller M, He C, Haghighi FG, Sejnowski TJ, Behrens MM, Ecker JR. Global epigenomic reconfiguration during mammalian brain development. Science. 2013 Aug 09; 341(6146):1237905. PMID: 23828890; PMCID: PMC3785061.
      View in: PubMed, PubMed Central
    77. Ji B, Wang X, Pinto-Duarte A, Kim M, Caldwell S, Young JW, Behrens MM, Sejnowski TJ, Geyer MA, Zhou X. Prolonged Ketamine Effects in Sp4 Hypomorphic Mice: Mimicking Phenotypes of Schizophrenia. PLoS One. 2013; 8(6):e66327. PMID: 23823008; PMCID: PMC3688895.
      View in: PubMed, PubMed Central
    78. Chukoskie L, Snider J, Mozer MC, Krauzlis RJ, Sejnowski TJ. Learning where to look for a hidden target. Proc Natl Acad Sci U S A. 2013 Jun 18; 110 Suppl 2:10438-45. PMID: 23754404.
      View in: PubMed
    79. Lainscsek C, Sejnowski TJ. Electrocardiogram classification using delay differential equations. Chaos. 2013 Jun; 23(2):023132. PMID: 23822497; PMCID: PMC3710263.
      View in: PubMed, PubMed Central
    80. Stiefel KM, Englitz B, Sejnowski TJ. Origin of intrinsic irregular firing in cortical interneurons. Proc Natl Acad Sci U S A. 2013 May 07; 110(19):7886-91. PMID: 23610409; PMCID: PMC3651468.
      View in: PubMed, PubMed Central
    81. Regner BM, Vucinic D, Domnisoru C, Bartol TM, Hetzer MW, Tartakovsky DM, Sejnowski TJ. Anomalous diffusion of single particles in cytoplasm. Biophys J. 2013 Apr 16; 104(8):1652-60. PMID: 23601312; PMCID: PMC3627875.
      View in: PubMed, PubMed Central
    82. Alivisatos AP, Chun M, Church GM, Deisseroth K, Donoghue JP, Greenspan RJ, McEuen PL, Roukes ML, Sejnowski TJ, Weiss PS, Yuste R. Neuroscience. The brain activity map. Science. 2013 Mar 15; 339(6125):1284-5. PMID: 23470729; PMCID: PMC3722427.
      View in: PubMed, PubMed Central
    83. Srinivasan L, Asaad WF, Ginat DT, Gale JT, Dougherty DD, Williams ZM, Sejnowski TJ, Eskandar EN. Action initiation in the human dorsal anterior cingulate cortex. PLoS One. 2013; 8(2):e55247. PMID: 23460783; PMCID: PMC3584070.
      View in: PubMed, PubMed Central
    84. Saremi S, Sejnowski TJ. Hierarchical model of natural images and the origin of scale invariance. Proc Natl Acad Sci U S A. 2013 Feb 19; 110(8):3071-6. PMID: 23382241; PMCID: PMC3581899.
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    178. Houweling AR, Bazhenov M, Timofeev I, Steriade M, Sejnowski TJ. Homeostatic synaptic plasticity can explain post-traumatic epileptogenesis in chronically isolated neocortex. Cereb Cortex. 2005 Jun; 15(6):834-45. PMID: 15483049; PMCID: PMC2915841.
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    179. Zangwill LM, Chan K, Bowd C, Hao J, Lee TW, Weinreb RN, Sejnowski TJ, Goldbaum MH. Heidelberg retina tomograph measurements of the optic disc and parapapillary retina for detecting glaucoma analyzed by machine learning classifiers. Invest Ophthalmol Vis Sci. 2004 Sep; 45(9):3144-51. PMID: 15326133; PMCID: PMC2928389.
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    180. Fuentealba P, Timofeev I, Bazhenov M, Sejnowski TJ, Steriade M. Membrane bistability in thalamic reticular neurons during spindle oscillations. J Neurophysiol. 2005 Jan; 93(1):294-304. PMID: 15331618; PMCID: PMC2915789.
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    181. Sample PA, Chan K, Boden C, Lee TW, Blumenthal EZ, Weinreb RN, Bernd A, Pascual J, Hao J, Sejnowski T, Goldbaum MH. Using unsupervised learning with variational bayesian mixture of factor analysis to identify patterns of glaucomatous visual field defects. Invest Ophthalmol Vis Sci. 2004 Aug; 45(8):2596-605. PMID: 15277482; PMCID: PMC2927843.
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    182. Fuentealba P, Crochet S, Timofeev I, Bazhenov M, Sejnowski TJ, Steriade M. Experimental evidence and modeling studies support a synchronizing role for electrical coupling in the cat thalamic reticular neurons in vivo. Eur J Neurosci. 2004 Jul; 20(1):111-9. PMID: 15245484; PMCID: PMC2905213.
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    183. Bowd C, Zangwill LM, Medeiros FA, Hao J, Chan K, Lee TW, Sejnowski TJ, Goldbaum MH, Sample PA, Crowston JG, Weinreb RN. Confocal scanning laser ophthalmoscopy classifiers and stereophotograph evaluation for prediction of visual field abnormalities in glaucoma-suspect eyes. Invest Ophthalmol Vis Sci. 2004 Jul; 45(7):2255-62. PMID: 15223803; PMCID: PMC2928388.
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    184. Makeig S, Delorme A, Westerfield M, Jung TP, Townsend J, Courchesne E, Sejnowski TJ. Electroencephalographic brain dynamics following manually responded visual targets. PLoS Biol. 2004 Jun; 2(6):e176. PMID: 15208723; PMCID: PMC423146.
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    185. Tiesinga PH, Fellous JM, Salinas E, José JV, Sejnowski TJ. Synchronization as a mechanism for attentional gain modulation. Neurocomputing. 2004 Jun 01; 58-60:641-646. PMID: 20802816.
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    186. Schwartz O, Movellan JR, Wachtler T, Albright TD, Sejnowski TJ. Spike count distributions, factorizability, and contextual effects in area V1. Neurocomputing. 2004 Jun 01; 58-60:893-900. PMID: 21113307.
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    187. Arnold M, Sejnowski T, Hammerstrom D, Jabri M. Neural systems integration. Neurocomputing. 2004 Jun; 58-60:1123-1128. PMID: 20827442.
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    188. Eagleman DM, Jacobson JE, Sejnowski TJ. Perceived luminance depends on temporal context. Nature. 2004 Apr 22; 428(6985):854-6. PMID: 15085147.
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    189. Yates PA, Holub AD, McLaughlin T, Sejnowski TJ, O'Leary DD. Computational modeling of retinotopic map development to define contributions of EphA-ephrinA gradients, axon-axon interactions, and patterned activity. J Neurobiol. 2004 Apr; 59(1):95-113. PMID: 15007830; PMCID: PMC2927824.
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    190. Fellous JM, Tiesinga PH, Thomas PJ, Sejnowski TJ. Discovering spike patterns in neuronal responses. J Neurosci. 2004 Mar 24; 24(12):2989-3001. PMID: 15044538; PMCID: PMC2928855.
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    191. Fellous JM, Sejnowski TJ. Regulation of persistent activity by background inhibition in an in vitro model of a cortical microcircuit. Cereb Cortex. 2003 Nov; 13(11):1232-41. PMID: 14576214; PMCID: PMC2928820.
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    192. Anemüller J, Sejnowski TJ, Makeig S. Complex independent component analysis of frequency-domain electroencephalographic data. Neural Netw. 2003 Nov; 16(9):1311-23. PMID: 14622887; PMCID: PMC2925861.
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    193. Sejnowski T. The computational self. Ann N Y Acad Sci. 2003 Oct; 1001:262-71. PMID: 14625366.
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    194. Laughlin SB, Sejnowski TJ. Communication in neuronal networks. Science. 2003 Sep 26; 301(5641):1870-4. PMID: 14512617; PMCID: PMC2930149.
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    195. Schreiber S, Fellous JM, Tiesinga P, Sejnowski TJ. Influence of ionic conductances on spike timing reliability of cortical neurons for suprathreshold rhythmic inputs. J Neurophysiol. 2004 Jan; 91(1):194-205. PMID: 14507985; PMCID: PMC2928819.
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    196. Rao RP, Sejnowski TJ. Self-organizing neural systems based on predictive learning. Philos Trans A Math Phys Eng Sci. 2003 Jun 15; 361(1807):1149-75. PMID: 12816605.
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    197. Thomas PJ, Tiesinga PH, Fellous JM, Sejnowski TJ. Reliability and bifurcation in neurons driven by multiple sinusoids. Neurocomputing. 2003 Jun 01; 52-54:955-961. PMID: 20871737.
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    198. Kretzberg J, Sejnowski T, Warzecha AK, Egelhaaf M. Variability of postsynaptic responses depends non-linearly on the number of synaptic inputs. Neurocomputing. 2003 Jun 01; 52-54:313-320. PMID: 20871738.
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    199. Franks KM, Stevens CF, Sejnowski TJ. Independent sources of quantal variability at single glutamatergic synapses. J Neurosci. 2003 Apr 15; 23(8):3186-95. PMID: 12716926; PMCID: PMC2944019.
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    200. Wachtler T, Sejnowski TJ, Albright TD. Representation of color stimuli in awake macaque primary visual cortex. Neuron. 2003 Feb 20; 37(4):681-91. PMID: 12597864; PMCID: PMC2948212.
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    201. Kreutz-Delgado K, Murray JF, Rao BD, Engan K, Lee TW, Sejnowski TJ. Dictionary learning algorithms for sparse representation. Neural Comput. 2003 Feb; 15(2):349-96. PMID: 12590811; PMCID: PMC2944020.
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    202. Doi E, Inui T, Lee TW, Wachtler T, Sejnowski TJ. Spatiochromatic receptive field properties derived from information-theoretic analyses of cone mosaic responses to natural scenes. Neural Comput. 2003 Feb; 15(2):397-417. PMID: 12590812; PMCID: PMC2928818.
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    203. Eagleman DM, Sejnowski TJ. The line-motion illusion can be reversed by motion signals after the line disappears. Perception. 2003; 32(8):963-8. PMID: 14580142.
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    204. Destexhe A, Sejnowski TJ. The initiation of bursts in thalamic neurons and the cortical control of thalamic sensitivity. Philos Trans R Soc Lond B Biol Sci. 2002 Dec 29; 357(1428):1649-57. PMID: 12626001; PMCID: PMC1693073.
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    205. Franks KM, Sejnowski TJ. Complexity of calcium signaling in synaptic spines. Bioessays. 2002 Dec; 24(12):1130-44. PMID: 12447978; PMCID: PMC2944017.
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    206. Suri RE, Sejnowski TJ. Spike propagation synchronized by temporally asymmetric Hebbian learning. Biol Cybern. 2002 Dec; 87(5-6):440-5. PMID: 12461633; PMCID: PMC2944018.
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    207. Bowd C, Chan K, Zangwill LM, Goldbaum MH, Lee TW, Sejnowski TJ, Weinreb RN. Comparing neural networks and linear discriminant functions for glaucoma detection using confocal scanning laser ophthalmoscopy of the optic disc. Invest Ophthalmol Vis Sci. 2002 Nov; 43(11):3444-54. PMID: 12407155.
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    208. Franks KM, Bartol TM, Sejnowski TJ. A Monte Carlo model reveals independent signaling at central glutamatergic synapses. Biophys J. 2002 Nov; 83(5):2333-48. PMID: 12414671; PMCID: PMC1302323.
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    209. Bazhenov M, Timofeev I, Steriade M, Sejnowski TJ. Model of thalamocortical slow-wave sleep oscillations and transitions to activated States. J Neurosci. 2002 Oct 01; 22(19):8691-704. PMID: 12351744.
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    210. Salinas E, Sejnowski TJ. Integrate-and-fire neurons driven by correlated stochastic input. Neural Comput. 2002 Sep; 14(9):2111-55. PMID: 12184845; PMCID: PMC2948213.
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    211. Chan K, Lee TW, Sample PA, Goldbaum MH, Weinreb RN, Sejnowski TJ. Comparison of machine learning and traditional classifiers in glaucoma diagnosis. IEEE Trans Biomed Eng. 2002 Sep; 49(9):963-74. PMID: 12214886.
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    212. Sample PA, Goldbaum MH, Chan K, Boden C, Lee TW, Vasile C, Boehm AG, Sejnowski T, Johnson CA, Weinreb RN. Using machine learning classifiers to identify glaucomatous change earlier in standard visual fields. Invest Ophthalmol Vis Sci. 2002 Aug; 43(8):2660-5. PMID: 12147600.
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    213. Lee TW, Wachtler T, Sejnowski TJ. Color opponency is an efficient representation of spectral properties in natural scenes. Vision Res. 2002 Aug; 42(17):2095-103. PMID: 12169429; PMCID: PMC2940112.
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    214. Chan K, Lee TW, Sejnowski TJ. Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components. J Mach Learn Res. 2002 Aug 01; 3:99-114. PMID: 21479123.
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    215. Timofeev I, Grenier F, Bazhenov M, Houweling AR, Sejnowski TJ, Steriade M. Short- and medium-term plasticity associated with augmenting responses in cortical slabs and spindles in intact cortex of cats in vivo. J Physiol. 2002 Jul 15; 542(Pt 2):583-98. PMID: 12122155; PMCID: PMC2290423.
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    216. Houweling AR, Bazhenov M, Timofeev I, Grenier F, Steriade M, Sejnowski TJ. Frequency-selective augmenting responses by short-term synaptic depression in cat neocortex. J Physiol. 2002 Jul 15; 542(Pt 2):599-617. PMID: 12122156; PMCID: PMC2316151.
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    217. Tiesinga PH, Fellous JM, Sejnowski TJ. Attractor reliability reveals deterministic structure in neuronal spike trains. Neural Comput. 2002 Jul; 14(7):1629-50. PMID: 12079549.
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    218. Timofeev I, Bazhenov M, Sejnowski T, Steriade M. Cortical hyperpolarization-activated depolarizing current takes part in the generation of focal paroxysmal activities. Proc Natl Acad Sci U S A. 2002 Jul 09; 99(14):9533-7. PMID: 12089324; PMCID: PMC123175.
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    219. Duann JR, Jung TP, Kuo WJ, Yeh TC, Makeig S, Hsieh JC, Sejnowski TJ. Single-trial variability in event-related BOLD signals. Neuroimage. 2002 Apr; 15(4):823-35. PMID: 11906223.
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    220. Wiskott L, Sejnowski TJ. Slow feature analysis: unsupervised learning of invariances. Neural Comput. 2002 Apr; 14(4):715-70. PMID: 11936959.
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    221. Goldbaum MH, Sample PA, Chan K, Williams J, Lee TW, Blumenthal E, Girkin CA, Zangwill LM, Bowd C, Sejnowski T, Weinreb RN. Comparing machine learning classifiers for diagnosing glaucoma from standard automated perimetry. Invest Ophthalmol Vis Sci. 2002 Jan; 43(1):162-9. PMID: 11773027.
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    222. Jung TP, Makeig S, McKeown MJ, Bell AJ, Lee TW, Sejnowski TJ. Imaging Brain Dynamics Using Independent Component Analysis. Proc IEEE Inst Electr Electron Eng. 2001 Jul 01; 89(7):1107-1122. PMID: 20824156.
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    223. Donato G, Bartlett MS, Hager JC, Ekman P, Sejnowski TJ. Classifying Facial Actions. IEEE Trans Pattern Anal Mach Intell. 1999 Oct; 21(10):974. PMID: 21188284.
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