BrainPharm: Computational model - Relative spike time coding and STDP-based orientation selectivity in V1 (Masquelier 2012)

Computational model

Data

Name

Relative spike time coding and STDP-based orientation selectivity in V1 (Masquelier 2012)

Submitter name

Pipeline ID

Model File

masquelier2012.JCNS [?]

Notes

Phenomenological spiking model of the cat early visual system. We show how natural vision can drive spike time correlations on sufficiently fast time scales to lead to the acquisition of orientation-selective V1 neurons through STDP. This is possible without reference times such as stimulus onsets, or saccade landing times. But even when such reference times are available, we demonstrate that the relative spike times encode the images more robustly than the absolute ones.

Model Neurons

Thalamus geniculate nucleus/lateral principal GLU cell Show Other
Neocortex L2/3 pyramidal GLU cell Show Other
Retina ganglion GLU cell Show Other
Retina photoreceptor cone GLU cell Show Other
Retina bipolar GLU cell Show Other

More Cells

Abstract integrate-and-fire leaky neuron Show Other

Model Currents

Model Receptors

AMPA Show Other

Model Type

Realistic Network Show Other
Synapse Show Other

Model Concept

Pattern Recognition Show Other
Coincidence Detection Show Other
Temporal Pattern Generation Show Other
Synchronization Show Other
Spatio-temporal Activity Patterns Show Other
Synaptic Plasticity Show Other
Long-term Synaptic Plasticity Show Other
Action Potentials Show Other
Learning Show Other
Unsupervised Learning Show Other
Winner-take-all Show Other
STDP Show Other
Development Show Other
Information transfer Show Other
Orientation selectivity Show Other
Vision Show Other

Simulator software

C or C++ program Show Other
MATLAB Show Other

Model papers

Masquelier T (2012) 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

Model Neurotransmitters

Other Receptor

Other Current

Other Neurotransmitter

Other Model Type

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Other Simulator

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Alternative Version

Citation

Default File Notes

Other Gene

Simulation Platform ID

Has Model View

False

Component

RAM

Hide Auto-launch button

False

Run Protocols

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Species

Other categories referring to Relative spike time coding and STDP-based orientation selectivity in V1 (Masquelier 2012)

Revisions:	9
Last Time:	10/17/2018 4:55:20 PM
Reviewer:	Tom Morse - MoldelDB admin
Owner:	Tom Morse - MoldelDB admin