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J Neurosci Methods. 2008 Apr 30;169(2):417-24. Epub 2007 Nov 19.

A benchmark test for a quantitative assessment of simple neuron models.

Author information

1
Center for Psychiatric Neuroscience, University of Lausanne, 1015 Lausanne, Switzerland. renaud.jolivet@a3.epfl.ch

Abstract

Several methods and algorithms have recently been proposed that allow for the systematic evaluation of simple neuron models from intracellular or extracellular recordings. Models built in this way generate good quantitative predictions of the future activity of neurons under temporally structured current injection. It is, however, difficult to compare the advantages of various models and algorithms since each model is designed for a different set of data. Here, we report about one of the first attempts to establish a benchmark test that permits a systematic comparison of methods and performances in predicting the activity of rat cortical pyramidal neurons. We present early submissions to the benchmark test and discuss implications for the design of future tests and simple neurons models.

PMID:
18160135
DOI:
10.1016/j.jneumeth.2007.11.006
[Indexed for MEDLINE]

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