BrainPharm: Computational model - STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)

Computational model

Data

Name

STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)

Submitter name

Pipeline ID

Model File

GilsonEtAl2011 [?]

Notes

The model demonstrates that a neuron equipped with STDP robustly detects repeating rate patterns among its afferents, from which the spikes are generated on the fly using inhomogenous Poisson sampling, provided those rates have narrow temporal peaks (10-20ms) - a condition met by many experimental Post-Stimulus Time Histograms (PSTH).

Model Neurons

More Cells

Abstract integrate-and-fire leaky neuron Show Other

Model Currents

Model Receptors

Model Type

Realistic Network Show Other

Model Concept

Pattern Recognition Show Other
Activity Patterns Show Other
Coincidence Detection Show Other
Spatio-temporal Activity Patterns Show Other
Simplified Models Show Other
Synaptic Plasticity Show Other
Long-term Synaptic Plasticity Show Other
Learning Show Other
Unsupervised Learning Show Other
STDP Show Other
Noise Sensitivity Show Other
Information transfer Show Other

Simulator software

MATLAB Show Other
Brian Show Other
Python Show Other

Model papers

Gilson M, Masquelier T, Hugues E (2011) Show Other

Gene

hg folder name (applicable when in ModelDB hg)

Region Organism

Model ID Number

Gap Junctions

Implemented by

Masquelier, Tim [timothee.masquelier at alum.mit.edu] Show Other

Public Submitter Email Address

Other Neuron

Poisson and LIF neurons

Model Neurotransmitters

Other Receptor

Other Current

Other Neurotransmitter

Other Model Type

Other Concept

Other Simulator

Other Implementer

Alternative Version

Citation

Default File Notes

Other Gene

Simulation Platform ID

Has Model View

False

Component

RAM

Hide Auto-launch button

False

Run Protocols

ICG Channel Details

Species

Other categories referring to STDP allows fast rate-modulated coding with Poisson-like spike trains (Gilson et al. 2011)

Revisions:	12
Last Time:	7/28/2017 5:31:08 PM
Reviewer:	Tom Morse - MoldelDB admin
Owner:	Tom Morse - MoldelDB admin