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Phase precession and recession with STDP and anti-STDP

Domenii publicaţii > Ştiinţe informatice + Tipuri publicaţii > Articol în volumul unei conferinţe

Autori: Rãzvan V. Florian, Raul C. Mureşan

Editorial: S. Kollias et al., Springer-Verlag, Lecture Notes in Computer Science, 4131, p.718-727, 2006.

Rezumat:

We show that standard, Hebbian spike-timing dependent plasticity (STDP) induces the precession of the firing phase of neurons in oscillatory networks, while anti-Hebbian STDP induces phase recession. In networks that are subject to oscillatory inhibition, the intensity of excitatory input relative to the inhibitory one determines whether the phase can precess due to STDP or whether the phase is fixed. This phenomenon can give a very simple explanation to the experimentally-observed hippocampal phase precession. Modulation of STDP can lead, through precession and recession, to the synchronization of the firing of a trained neuron to a target phase.

Cuvinte cheie: spike timing dependent plasticity (STDP), hippocampal phase precession, phase recession

URL: http://coneural.org/florian/papers/2006_florian_STDP_precession.php