Limits to the scalability of cortical network models
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  • 作者:Sacha J van Albada ; Moritz Helias ; Markus Diesmann
  • 刊名:BMC Neuroscience
  • 出版年:2015
  • 出版时间:December 2015
  • 年:2015
  • 卷:16
  • 期:1-supp
  • 全文大小:209 KB
  • 参考文献:1.Renart A, de la Rocha J, Bartho P, Hollender L, Parga N, Reyes A, Harris KD: The asynchronous state in cortical circuits. Science. 2010, 327 (5965): 587-590.PubMed PubMedCentral CrossRef
    2.Helias M, Tetzlaff T, Diesmann M: The correlation structure of local cortical networks intrinsically results from recurrent dynamics. PLoS Comput Biol. 2014, 10 (1): e1003428-PubMed PubMedCentral CrossRef
    3.Ginzburg I, Sompolinsky H: Theory of correlations in stochastic neural networks. Phys Rev E. 1994, 50 (4): 3171-3191.CrossRef
    4.Grytskyy D, Tetzlaff T, Diesmann M, Helias M: A unified view on weakly correlated recurrent networks. Front Comput Neurosci. 2013, 7: 131-PubMed PubMedCentral CrossRef
    5.Helias M, Tetzlaff T, Diesmann M: Echoes in correlated neural systems. New J Phys. 2013, 15: 023002-CrossRef
    6.Gewaltig MO, Diesmann M: NEST (NEural Simulation Tool). Scholarpedia. 2007, 2: 1430-CrossRef
    7.van Albada SJ, Helias M, Diesmann M: Scalability of asynchronous networks is limited by one-to-one mapping between effective connectivity and correlations. arXiv preprint. 2014, 1411: 4770-
    8.Morrison A, Aertsen A, Diesmann M: Spike-timing dependent plasticity in balanced random networks. Neural Comput. 2007, 19 (6): 1437-1467.PubMed CrossRef
    9.Lindén H, Tetzlaff T, Potjans TC, Pettersen KH, Grün S, et al: Modeling the spatial reach of the LFP. Neuron. 2011, 72 (5): 859-872.PubMed CrossRef
    10.Zohary E, Shadlen MN, Newsome WT: Correlated neuronal discharge rate and its implications for psychophysical performance. Nature. 1994, 370 (6485): 140-143.PubMed CrossRef
    11.Riehle A, Grün S, Diesmann M, Aertsen A: Spike synchronization and rate modulation differentially involved in motor cortical function. Science. 1997, 278 (5345): 1950-1953.PubMed CrossRef
    12.Kunkel S, Schmidt M, Eppler JM, Plesser HE, Masumoto G, et al: Spiking network simulation code for petascale computers. Front Neuroinform. 2014, 8: 78-PubMed PubMedCentral CrossRef
  • 作者单位:Sacha J van Albada (1)
    Moritz Helias (1)
    Markus Diesmann (1) (2) (3)

    1. Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6), Jülich Research Centre and JARA, Jülich, Germany
    2. Department of Psychiatry, Psychotherapy and Psychosomatics, Medical Faculty, RWTH Aachen University, Aachen, Germany
    3. Department of Physics, Faculty 1, RWTH Aachen University, Aachen, Germany
  • 刊物主题:Neurosciences; Neurobiology; Animal Models;
  • 出版者:BioMed Central
  • ISSN:1471-2202
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