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Neural mass model of the neocortex under sleep regulation (Costa et al 2016)
 
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Model Information
Model File
Accession:
226475
This model generates typical human EEG patterns of sleep stages N2/N3 as well as wakefulness and REM. It further contains a sleep regulatory component, that lets the model transition between those stages independently
Reference:
1 .
Weigenand A, Schellenberger Costa M, Ngo HV, Claussen JC, Martinetz T (2014) Characterization of K-complexes and slow wave activity in a neural mass model.
PLoS Comput Biol
10
:e1003923
[
PubMed
]
2 .
Costa MS, Born J, Claussen JC, Martinetz T (2016) Modeling the effect of sleep regulation on a neural mass model.
J Comput Neurosci
41
:15-28
[
PubMed
]
Citations
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Model Information
(Click on a link to find other models with that property)
Model Type:
Neural mass;
Brain Region(s)/Organism:
Brainstem;
Neocortex;
Cell Type(s):
Neocortex L2/3 pyramidal GLU cell;
Neocortex layer 2-3 interneuron;
Channel(s):
I_K,Na;
Na/K pump;
Gap Junctions:
Receptor(s):
AMPA;
Gaba;
Cholinergic Receptors;
Gene(s):
Transmitter(s):
Acetylcholine;
Norephinephrine;
Gaba;
Simulation Environment:
Network;
C or C++ program (web link to model);
MATLAB (web link to model);
Model Concept(s):
Simplified Models;
Temporal Pattern Generation;
Sleep;
Activity Patterns;
Oscillations;
Bifurcation;
Electrical-chemical;
Neuromodulation;
Implementer(s):
Schellenberger Costa, Michael [mschellenbergercosta at gmail.com];
Search NeuronDB
for information about:
Neocortex L2/3 pyramidal GLU cell
;
AMPA
;
Gaba
;
Cholinergic Receptors
;
I_K,Na
;
Na/K pump
;
Acetylcholine
;
Norephinephrine
;
Gaba
;
/
NM_Cortex_SR-master
Figures
Data
Tools
Create_Data.m
Create_Figures.m
Data_Hypnogram.m
Data_Param_classify.m
Data_Sleep_Epochs.m
Data_Sleep_Transition.m
Pictogram_Sleep_Regulation.tex
Pictogram_Sleep_Stages.tex
Plot_Bifurcation_2D.m
Plot_Hypnogram.m
Plot_Parameter_2D.m
Plot_Parameter_3D.m
Plot_Timeseries_Epochs_vertical.m
Plot_Timeseries_Full.m
Plot_Timeseries_Transition.m
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