This is the provided code and examples of the paper Neuronal activity remodels the F-actin based submembrane lattice in dendrites but not axons of hippocampal neurons.
The folder STEDActinDendriteFCNcontains a 2-channel network to predict the presence of F-actin rings and fibers on dendrites, while the folder STEDActinAxonFCN contains a 1-channel network that predicts the presence of F-actin rings on axons.
If you use the provided code, please make sure to properly reference the code using this bibtex entry
@article{lavoie-cardinalNeuronal2020,
title = {Neuronal Activity Remodels the {{F}}-Actin Based Submembrane Lattice in Dendrites but Not Axons of Hippocampal Neurons},
author = {{Lavoie-Cardinal}, Flavie and Bilodeau, Anthony and Lemieux, Mado and Gardner, Marc-Andr{\'e} and Wiesner, Theresa and Laram{\'e}e, Gabrielle and Gagn{\'e}, Christian and De Koninck, Paul},
year = {2020},
month = jul,
volume = {10},
pages = {11960},
publisher = {{Nature Publishing Group}},
issn = {2045-2322},
doi = {10.1038/s41598-020-68180-2},
copyright = {2020 The Author(s)},
journal = {Scientific Reports},
language = {en},
number = {1}
}