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