Paper Info
Title
Comparing Open-Source Toolboxes for Processing and Analysis of Spike and Local Field Potentials Data.
Abstract
Analysis of spike and local field potential (LFP) data is an essential part of neuroscientific research. Today there exist many open-source toolboxes for spike and LFP data analysis implementing various functionality. Here we aim to provide a practical guidance for neuroscientists in the choice of an open-source toolbox best satisfying their needs. We overview major open-source toolboxes for spike and LFP data analysis as well as toolboxes with tools for connectivity analysis, dimensionality reduction and generalized linear modeling. We focus on comparing toolboxes functionality, statistical and visualization tools, documentation and support quality. To give a better insight, we compare and illustrate functionality of the toolboxes on open-access dataset or simulated data and make corresponding MATLAB scripts publicly available.
Year
DOI
Venue
2019
10.3389/fninf.2019.00057
FRONTIERS IN NEUROINFORMATICS
Keywords
DocType
Volume
spike data,LFP,toolbox,MATLAB,open-source,Python,dimensionality reduction,GLM
Journal
13
ISSN
Citations 
PageRank 
1662-5196
0
0.34
References 
Authors
0
2
Name
Order
Citations
PageRank
Valentina A. Unakafova100.34
Alexander Gail241.77