Generalized leaky integrate-and-fire models classify multiple neuron types

Generalized leaky integrate-and-fire models classify multiple neuron types

Simplified neuron models, such as generalized leaky integrate-and-fire (GLIF) models, are extensively used in network modeling. Here the authors systematically generate and compare GLIF models of varying complexity for their ability to classify cell types in the Allen Cell Types Database and faithfu...

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Bibliographic Details
Main Authors: Corinne Teeter, Ramakrishnan Iyer, Vilas Menon, Nathan Gouwens, David Feng, Jim Berg, Aaron Szafer, Nicholas Cain, Hongkui Zeng, Michael Hawrylycz, Christof Koch, Stefan Mihalas
Format: Article
Language:English
Published: Nature Publishing Group 2018-02-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-017-02717-4

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https://doi.org/10.1038/s41467-017-02717-4

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