We develop an automatic method for synaptic partner identification in insect brains and use it to predict synaptic partners in a whole-brain electron microscopy dataset of the fruit fly. The predictions can be used to infer a connectivity graph with high accuracy, thus allowing fast identification of neural pathways. To facilitate circuit reconstruction using our results, we develop CIRCUITMAP, a user interface add-on for the circuit annotation tool CATMAID.
Download full-text PDF |
Source |
|---|---|
| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611460 | PMC |
| http://dx.doi.org/10.1038/s41592-021-01183-7 | DOI Listing |
Publication Analysis
Top Keywords
synaptic partners
8
partners whole-brain
8
automatic detection
4
detection synaptic
4
whole-brain drosophila electron
4
drosophila electron microscopy
4
microscopy data
4
data set
4
set develop
4
develop automatic
4
Similar Publications
Want AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!