26 citations · 60 across the 4 of their papers we have counts for
4 papers
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets
Toufiq Parag, Daniel Berger, Lee Kamentsky +5
Synaptic connectivity detection is a critical task for neural reconstruction from Electron Microscopy (EM) data. Most of the existing algorithms for synapse detection do not identi…
RhoanaNet Pipeline: Dense Automatic Neural Annotation
Seymour Knowles-Barley, Verena Kaynig, Thouis Ray Jones +7
Reconstructing a synaptic wiring diagram, or connectome, from electron microscopy (EM) images of brain tissue currently requires many hours of manual annotation or proofreading (Ka…
VESICLE: Volumetric Evaluation of Synaptic Interfaces using Computer vision at Large Scale
William Gray Roncal, Michael Pekala, Verena Kaynig-Fittkau +7
An open challenge problem at the forefront of modern neuroscience is to obtain a comprehensive mapping of the neural pathways that underlie human brain function; an enhanced unders…
The Open Connectome Project Data Cluster: Scalable Analysis and Vision for High-Throughput Neuroscience
Randal Burns, William Gray Roncal, Dean Kleissas +17
We describe a scalable database cluster for the spatial analysis and annotation of high-throughput brain imaging data, initially for 3-d electron microscopy image stacks, but for t…