Activity of individual neurons in the Aplysia buccal ganglion before and after in vitro operant conditioning
Cite this dataset
Costa, Renan; Baxter, Douglas; Byrne, John (2021). Activity of individual neurons in the Aplysia buccal ganglion before and after in vitro operant conditioning [Dataset]. Dryad. https://doi.org/10.5061/dryad.m37pvmd3q
Dataset for Costa RM, Baxter DA, Byrne JH (2021) Neuronal population activity dynamics reveal a low-dimensional signature of operant learning in Aplysia. Commun Biol. BioRxiv preprint 2021.12.06.471434
Data collected by using voltage-sensitive dye imaging to capture population-wide, single neuron resolution activity in the isolated Aplysia buccal ganglion before and after in vitro operant conditioning. Data for 7 contingently trained and 7 yoked control animals includes population spike trains, timing of buccal motor patterns, ganglia images, and pixel coordinates for each neuron (kernels). In addition, the data includes results of the non-negative matrix factorization analyses described in the article.
The dataset is organized as a Matlab structure variable.
Analyses can be repeated using associated code available on Zenodo.
National Institute of Neurological Disorders and Stroke, Award: NS101356
CNPq Science without Borders, Award: 203059/2014-0
Larry Deaven Ph.D. Fellowship in Biomedical Sciences