Nature Conferences: AI, Neuroscience and Hardware: From Neural to Artificial Systems and Back Again
DZNE Campus, Bonn, Germany, 2022
Type: Poster Presentation
Pragya Mishra, Fabrizio Musacchio, Pranjal Dhole, Shekoufeh Gorgi Zadeh3 Sophie Crux, Felix Nebeling, Stefanie Poll, Manuel Mittag, Falko Fuhrmann, Eleonora Ambrad, Andrea Baral, Julia Steffen, Miguel Fernandes, Thomas Schultz, Martin Fuhrmann, "Nature Conferences: AI, Neuroscience and Hardware: From Neural to Artificial Systems and Back Again" (2022). DZNE Campus, Bonn, Germany, https://conferences.nature.com/event/b484d933-83c0-4c87-86e0-587d9069a56d/summary
We developed a pipeline for automatic dendritic spine segmentation in volumetric in-vivo multi-photon images. Based on a FCN with U-Net as underlying network architecture, only few labeled training images are required. Our pipeline enables the further analysis of, e.g., spine morphology and density.