NeuronUnit: A package for data-driven validation of neuron models using SciUnit

Abstract excerpt

<h4>ABSTRACT</h4> Validating a quantitative scientific model requires comparing its predictions against many experimental observations, ideally from many labs, using transparent, robust, statistical comparisons. Unfortunately, in rapidly-growing fields like neuroscience, this is becoming increasingly untenable, even for the most conscientious scientists. Thus the merits and limitations of existing models, or whet...

Topics

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• Central Nervous System
• Electrophysiological Phenomena
• Gene Expression Profiling
• Neurons
• Single-Cell Analysis
• Transcription Factors
• Transcription, Genetic
• Transcriptome

Identifiers and source

Literature Corpus work

10696b05-5f34-5437-bc83-d8a32ccb192e

DOI

10.1101/665331