Model of the hippocampus over the sleep-wake cycle using Hodgkin-Huxley neurons (Aussel et al 2018)


" ...we propose a computational model of the hippocampal formation based on a realistic topology and synaptic connectivity, and we analyze the effect of different changes on the network, namely the variation of synaptic conductances, the variations of the CAN channel conductance and the variation of inputs. By using a detailed simulation of intracerebral recordings, we show that this is able to reproduce both the theta-nested gamma oscillations that are seen in awake brains and the sharp-wave ripple complexes measured during slow-wave sleep. The results of our simulations support the idea that the functional connectivity of the hippocampus, modulated by the sleep-wake variations in Acetylcholine concentration, is a key factor in controlling its rhythms."

Region(s) or Organism(s): Hippocampus

Cell Type(s): Hodgkin-Huxley neuron

Receptors: AMPA; GabaA

Transmitters: Acetylcholine

Model Concept(s): Sleep; Oscillations; Gamma oscillations; Theta oscillations

Simulation Environment: Brian 2

Implementer(s): Aussel, Amélie [amelie.aussel at loria.fr]; Buhry, Laure ; Ranta, Radu

References:

Aussel A, Buhry L, Tyvaert L, Ranta R. (2018). A detailed anatomical and mathematical model of the hippocampal formation for the generation of sharp-wave ripples and theta-nested gamma oscillations. Journal of computational neuroscience. 45 [PubMed]


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