Skip header navigation

University of Stirling

×

Conference Proceeding

A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus

Citation
Cutsuridis V, Cobb SR & Graham B (2008) A CA2+ Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus. In: Kurkova V, Neruda R & Koutnik J (eds.) Artificial Neural Networks - ICANN 2008 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II. Lecture Notes in Computer Science, 5164. 18th International Conference on Artificial Neural Networks –ICANN 2008, Prague, Czech Republic, 03.09.2008-06.09.2008. Berlin, Germany: Springer Verlag, pp. 627-635. http://www.springerlink.com/content/978-3-540-87558-1/#section=255244&page=1; https://doi.org/10.1007/978-3-540-87559-8_65

Abstract
Recent experimental evidence has reported that the profiles of spike-timing-dependent plasticity (STDP) in the CA1 pyramidal neuron can be classified into two types depending on the location along the stratum radiatum (SR) dendrite: (1) A symmetric STDP profile centered at 0 ms (largest LTP value) with two distinct LTD windows at about ±20ms in the proximal SR dendrite, and (2) an asymmetric one in the distal SR dendrite. Bicuculline application revealed that GABAA is responsible for the symmetry of the STDP curve. We investigate via computer simulations the STDP symmetry-to-asymmetry transition in the proximal SR dendrite. Our findings indicate the transition from symmetry-to-asymmetry is indeed due to decrease of GABAA, but the simulated symmetrical STDP profile is centered at +10ms (and not at 0ms) with two distinct LTD tails at -10ms and +40ms (and not at ±20ms). The simulated LTD tails are strongly dependent on the GABAA conductance.

Keywords
Hippocampus; CA1 pyramidal neuron; Computer model; STDP; GABA; LTP; LTD; Calcium

StatusPublished
Author(s)Cutsuridis, Vassilis; Cobb, Stuart R; Graham, Bruce
Title of seriesLecture Notes in Computer Science
Number in series5164
Publication date31/12/2008
Publication date online03/09/2008
Related URLshttp://www.informatik.uni-trier.de/…icann2008-1.html
PublisherSpringer Verlag
Publisher URLhttp://www.springerlink.com/…on=255244&page=1
Place of publicationBerlin, Germany
ISSN of series0302-9743
ISBN978-3-540-87558-1
Conference18th International Conference on Artificial Neural Networks –ICANN 2008
Conference locationPrague, Czech Republic
Dates
Scroll back to the top