SynapseCLR: Uncovering features of synapses in primary visual cortex through contrastive representation learning

3D electron microscopy (EM) connectomics image volumes are surpassing 1 mm(3), providing information-dense, multi-scale visualizations of brain circuitry and necessitating scalable analysis techniques. We present SynapseCLR, a self-supervised contrastive learning method for 3D EM data, and use it to...

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Detalles Bibliográficos
Autores principales: Wilson, Alyssa, Babadi, Mehrtash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140600/
https://www.ncbi.nlm.nih.gov/pubmed/37123442
http://dx.doi.org/10.1016/j.patter.2023.100693

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140600/
https://www.ncbi.nlm.nih.gov/pubmed/37123442
http://dx.doi.org/10.1016/j.patter.2023.100693

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