Connectomics

Connectomics is the production and study of connectomes: comprehensive maps of connections within an organism's nervous system, typically its brain… (More)
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Artificial neural networkBig dataBudapest Reference ConnectomeConnectome
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Omics

Papers overview

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2017
2017
A Multicore Path to Connectomics-on-Demand
The current design trend in large scale machine learning is to use distributed clusters of CPUs and GPUs with MapReduce-style… (More)
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2017
2017
Scalable Interactive Visualization for Connectomics
Connectomics has recently begun to image brain tissue at nanometer resolution, which produces petabytes of data. This data must… (More)
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2017
2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge
For the past decade, convolutional networks have been used for 3D reconstruction of neurons from electron microscopic (EM) brain… (More)
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2015
2015
An automated images-to-graphs framework for high resolution connectomics
Reconstructing a map of neuronal connectivity is a critical challenge in contemporary neuroscience. Recent advances in high… (More)
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2014
2014
Visualization in Connectomics
Connectomics is a field of neuroscience that analyzes neuronal connections. A connectome is a complete map of a neuronal system… (More)
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Review
2012
Review
2012
Human connectomics
Recent advances in non-invasive neuroimaging have enabled the measurement of connections between distant regions in the living… (More)
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Highly Cited
2012
Highly Cited
2012
Circular representation of human cortical networks for subject and population-level connectomic visualization
Cortical network architecture has predominantly been investigated visually using graph theory representations. In the context of… (More)
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Highly Cited
2012
Highly Cited
2012
Globally Optimal Closed-Surface Segmentation for Connectomics
We address the problem of partitioning a volume image into a previously unknown number of segments, based on a likelihood of… (More)
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Highly Cited
2011
Highly Cited
2011
Segmentation fusion for connectomics
We address the problem of automatic 3D segmentation of a stack of electron microscopy sections of brain tissue. Unlike previous… (More)
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2010
2010
Radon-Like features and their application to connectomics
In this paper we present a novel class of so-called Radon-Like features, which allow for aggregation of spatially distributed… (More)
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