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Automated Reconstruction of Synaptic-Resolution Neural Wiring Diagrams

Offered By: Simons Institute via YouTube

Tags

Neuroscience Courses Data Analysis Courses Machine Learning Courses Image Segmentation Courses Crowdsourcing Courses Connectomics Courses

Course Description

Overview

Explore a comprehensive lecture on automated reconstruction of synaptic-resolution neural wiring diagrams presented by Viren Jain from Google. Delve into the world of connectomics and learn about the basic problems, timeline, and methods used in this field. Discover the importance of image alignment and segmentation, and understand the role of generative adversarial networks and expected run length in the process. Examine the use of crowdsourcing and expert input in neural wiring diagram reconstruction. Gain insights into specific case studies, including C. elegans and the songbird Area X. Uncover the challenges and advancements in targeted discovery within brain data, providing a thorough understanding of this cutting-edge research area in neuroscience.

Syllabus

Introduction
Data Sources
Outline
Connectomics
SynapticResolution
Basic Problems
C elegans
Timeline
Image Alignment
Image Segmentation
Methods
generative adversarial networks
expected run length
Crowdsourcing
Experts
Conclusion
Songbird
Area X
Data


Taught by

Simons Institute

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