Event-based simulation strategy for conductance-based synaptic interactions and plasticity

Neurocomputing

Volumn 69, Issue 10-12, 2006, Pages 1130-1133

  Rudolph, Michelle ^a   Destexhe, Alain ^a  

^a CNRS   (France)

Author keywords

Asynchronous; High conductance state; Integrate and fire; STDP

Indexed keywords

ADAPTIVE SYSTEMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; MATHEMATICAL MODELS;

HIGH-CONDUCTANCE STATE; INTEGRATE-AND-FIRE; SYNAPTIC INTERACTIONS; SYNAPTIC PLASTICITY;

NEURAL NETWORKS;

ARTICLE; BRAIN CELL; BRAIN CORTEX; BRAIN ELECTROPHYSIOLOGY; BRAIN NERVE CELL; COMPUTER ANALYSIS; COMPUTER SIMULATION; CONTROLLED STUDY; IN VIVO STUDY; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NERVOUS SYSTEM CONDUCTANCE; PRIORITY JOURNAL;

EID: 33646082985     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.12.059     Document Type: Article

References (11)

1. Destexhe A., Rudolph M., and Paré D. The high-conductance state of neocortical neurons in vivo. Nature Rev. Neurosci. 4 (2003) 739-751
2. Froemke R., and Dan Y. Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416 (2002) 433-438
3. Hansel D., Mato G., Meunier C., and Neltner L. On numerical simulations of integrate-and-fire neural networks. Neural Comput. 10 (1998) 467-483
4. Hines M.L., and Carnevale N.T. The NEURON simulation environment. Neural Comput. 9 (1997) 1179-1209
5. Izhikevich E.M., Gally J.A., and Edelman G.M. Spike-timing dynamics of neuronal groups. Cereb. Cortex 14 (2004) 933-944
6. Jolivet R., Lewis T.J., and Gerstner W. Generalized integrate-and-fire models of neuronal activity approximate spike trains of a detailed model to a high degree of accuracy. J. Neurophysiol. 92 (2004) 959-976
7. Lapicque L. Recherches quantitatives sur l'excitation electrique des nerfs traitee comme une polarization. J. Physiol. Pathol. Gen. 9 (1907) 620-635
8. Markram H., Wang Y., and Tsodyks M. Differential signaling via the same axon of neocortical pyramidal neurons. Proc. Natl. Acad. Sci. USA 95 (1998) 5323-5328
9. Mattia M., and Del Giudice P. Efficient event-driven simulation of large networks of spiking neurons and dynamical synapses. Neural Comput. 12 (2000) 2305-2329
10. Song S., and Abbott L.F. Cortical development and remapping through spike timing-dependent plasticity. Neuron 32 (2001) 339-350
11. Varela F., Lachaux J.-P., Rodriguez E., and Martinerie J. The brainweb: phase synchronization and large-scale integration. Nature Rev. Neurosci. 2 (2001) 229-239