Maintaining causality in discrete time neuronal network simulations

Understanding Complex Systems

Volumn 2008, Issue , 2007, Pages 267-278

  Morrison, Abigail ^a   Diesmann, Markus ^a  

^a RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 35548937297     PISSN: 18600832     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-73159-7_10     Document Type: Article

References (14)

1. Brette, R. (2006). Exact simulation of integrate-and-fire models with synaptic conductances. Neural Comput. 18(8), 2004-2027.
2. Lytton, W. W., & Hines, M. L. (2005). Independent variable time-step integration of individual neurons for network simulations. Neural Comput. 17, 903-921.
3. Morrison, A., Mehring, C., Geisel, T., Aertsen, A., & Diesmann, M. (2005). Advancing the boundaries of high connectivity network simulation with distributed computing. Neural Comput. 17(8), 1776-1801.
4. Hansel, D., Mato, G., Meunier, C., & Neltner, L. (1998). On numerical simulations of integrate-and-fire neural networks. Neural Comput. 10 2), 467-483.
5. Shelley, M. J., & Tao, L. (2001). Efficient and accurate time-stepping schemes for integrate-and-fire neuronal networks. J. Comput. Neurosci. 11(2), 111-119.
6. Morrison, A., Straube, S., Plesser, H. E., & Diesmann, M. (2006). Exact subthreshold integration with continuous spike times in discrete time neural network simulations. Neural Comput. 19, 47-79.
7. Rotter, S., & Diesmann, M. (1999). Exact digital simulation of time-invariant linear systems with applications to neuronal modeling. Biol. Cybern. 81(5/6), 381-402.
8. Brown, R. (1988). Calendar queues: A fast O(1) priority queue implementation for the simulation event set problem. Communications of the ACM 31 (10), 1220-1227.
9. Braitenberg, V., & Schüz, A. (1991). Anatomy of the Cortex: Statistics and Geometry. Berlin, Heidelberg, New York: Springer-Verlag.
10. Hammarlund, P., & Ekeberg, O. (1998). Large neural network simulations on multiple hardware platforms. J. Comput. Neurosci. 5(4), 443-459.
11. Harris, J., Baurick, J., Frye, J., King, J., Ballew, M., Goodman, P., & Drewes, R. (2003). A novel parallel hardware and software solution for a largescale biologically realistic cortical simulation. Technical report, University of Nevada.
12. Bi, G.-q., & Poo, M.-m. (1998). Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type. J. Neurosci. 18, 10464-10472.
13. Markram, H., Lübke, J., Frotscher, M., & Sakmann, B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275, 213-215.
14. Morrison, A., Aertsen, A., & Diesmann, M. (2007). Spike-timing dependent plasticity in balanced random networks. Neural Comp. 19, 1437-1467.