Title :
mGluRs effect needs to reproduce spike timing dependent plasticity from postsynaptic calcium concentration
Author :
Urakubo, Hidetoshi ; Watanabe, Manabu
Author_Institution :
Dept. of Quantum Eng. & Syst. Sci., Univ. of Tokyo, Bunkyo, Japan
Abstract :
In this study, we inquire the generation mechanism of the spike-timing dependent synaptic plasticity by computer simulation. Postsynaptic Ca2+ concentration in a spine determines synaptic plasticity. We examine the spike timing dependence of Ca2+ concentration with a multi-compartment model of a hippocampal CA1 pyramidal cell. Consequently, only the Ca2+ concentration does not account for STDP, but the Ca2+ concentration filtered by mGluR-activation reproduces STDP timing window.
Keywords :
bioelectric phenomena; neural nets; neurophysiology; physiological models; Ca; hippocampal CA 1 pyramidal cell; long-term depression; mGluR-activation; multiple compartment model; postsynaptic calcium concentration; spike-timing dependent plasticity; spike-timing dependent synaptic plasticity; Biological neural networks; Biomembranes; Calcium; Computer simulation; Image reconstruction; Neurons; Organizing; Protocols; Systems engineering and theory; Timing;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1202868