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A Connectome of the Adult Drosophila Central Brain
- Publication Year :
- 2020
- Publisher :
- Cold Spring Harbor Laboratory, 2020.
-
Abstract
- The neural circuits responsible for behavior remain largely unknown. Previous efforts have reconstructed the complete circuits of small animals, with hundreds of neurons, and selected circuits for larger animals. Here we (the FlyEM project at Janelia and collaborators at Google) summarize new methods and present the complete circuitry of a large fraction of the brain of a much more complex animal, the fruit fly Drosophila melanogaster. Improved methods include new procedures to prepare, image, align, segment, find synapses, and proofread such large data sets; new methods that define cell types based on connectivity in addition to morphology; and new methods to simplify access to a large and evolving data set. From the resulting data we derive a better definition of computational compartments and their connections; an exhaustive atlas of cell examples and types, many of them novel; detailed circuits for most of the central brain; and exploration of the statistics and structure of different brain compartments, and the brain as a whole. We make the data public, with a web site and resources specifically designed to make it easy to explore, for all levels of expertise from the expert to the merely curious. The public availability of these data, and the simplified means to access it, dramatically reduces the effort needed to answer typical circuit questions, such as the identity of upstream and downstream neural partners, the circuitry of brain regions, and to link the neurons defined by our analysis with genetic reagents that can be used to study their functions.Note: In the next few weeks, we will release a series of papers with more involved discussions. One paper will detail the hemibrain reconstruction with more extensive analysis and interpretation made possible by this dense connectome. Another paper will explore the central complex, a brain region involved in navigation, motor control, and sleep. A final paper will present insights from the mushroom body, a center of multimodal associative learning in the fly brain.
- Subjects :
- Cell type
Computer science
Cell
Machine learning
computer.software_genre
Synapse
03 medical and health sciences
0302 clinical medicine
medicine
Biological neural network
030304 developmental biology
Structure (mathematical logic)
0303 health sciences
biology
business.industry
Motor control
biology.organism_classification
Associative learning
medicine.anatomical_structure
Mushroom bodies
Identity (object-oriented programming)
Connectome
Artificial intelligence
Drosophila melanogaster
Function and Dysfunction of the Nervous System
business
computer
030217 neurology & neurosurgery
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....84687988e7b76f75fe231229b8a9b7d7
- Full Text :
- https://doi.org/10.1101/2020.01.21.911859