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openMNGlab: Data Analysis Framework for Microneurography - A Technical Report

Authors :
Fabian, Schlebusch
Frederic, Kehrein
Rainer, Röhrig
Barbara, Namer
Ekaterina, Kutafina
Source :
Studies in health technology and informatics. 283
Publication Year :
2021

Abstract

openMNGlab is an open-source software framework for data analysis, tailored for the specific needs of microneurography - a type of electrophysiological technique particularly important for research on peripheral neural fibers coding. Currently, openMNGlab loads data from Spike2 and Dapsys, which are two major data acquisition solutions. By building on top of the Neo software, openMNGlab can be easily extended to handle the most common electrophysiological data formats. Furthermore, it provides methods for data visualization, fiber tracking, and a modular feature database to extract features for data analysis and machine learning.

Subjects

Subjects :
Data Analysis
Nerve Fibers
Software

Details

ISSN :
18798365
Volume :
283
Database :
OpenAIRE
Journal :
Studies in health technology and informatics
Accession number :
edsair.pmid..........47433cc992b0593afd679686ab77a7b0