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This talk covers the various concepts, motivations, and trends within the neuroscientific community related to the sharing and integration of brain research data. 

Difficulty level: Beginner
Duration: 30:39
Speaker: : Jan G. Bjaalie

This lesson focuses on the neuroanatomy of the human brain, delving into macrostructures like cortices, lobes, and hemispheres, and microstructures like neurons and cortical laminae.

Difficulty level: Beginner
Duration: 51:30

This lesson provides an introduction to the European open research infrastructure EBRAINS and its digital brain atlas resources.

Difficulty level: Beginner
Duration: 27:45
Speaker: : Trygve Leergard

In this lesson, attendees will learn about the challenges in assigning experimental brain data to specific locations, as well as the advantages and shortcomings of current location assignment procedures. 

Difficulty level: Beginner
Duration: 32:18

This lesson covers the inherent difficulties associated with integrating neuroscientific data, as well as the current methods and approaches to do so. 

Difficulty level: Beginner
Duration: 25:41
Speaker: : Trygve Leergard

Attendees of this talk will learn about QuickNII, a tool for user-guided affine registration of 2D experimental image data to 3D atlas reference spaces, which also facilitates data integration through standardized coordinate systems. 

Difficulty level: Beginner
Duration: 21:08
Speaker: : Maja Puchades

This lesson provides an overview of DeepSlice, a Python package which aligns histology to the Allen Brain Atlas and Waxholm Rat Atlas using deep learning.

Difficulty level: Beginner
Duration: 17:30
Speaker: : Harry Carey

This talk describes the NIH-funded SPARC Data Structure, and how this project navigates ontology development while keeping in mind the FAIR science principles. 

Difficulty level: Beginner
Duration: 25:44
Speaker: : Fahim Imam
Course:

This lecture covers structured data, databases, federating neuroscience-relevant databases, and ontologies. 

Difficulty level: Beginner
Duration: 1:30:45
Speaker: : Maryann Martone

This lecture covers the history of behaviorism and the ultimate challenge to behaviorism. 

Difficulty level: Beginner
Duration: 1:19:08

This lecture covers various learning theories.

Difficulty level: Beginner
Duration: 1:00:42

How does the brain learn? This lecture discusses the roles of development and adult plasticity in shaping functional connectivity.

Difficulty level: Beginner
Duration: 1:08:45
Speaker: : Clay Reid

In this lesson, you will learn about data management within the Open Data Commons (ODC) framework, and in particular, how Spinal Cord Injury (SCI) data is stored, shared, and published. You will also hear about Frictionless Data, an open-source toolkit aimed at simplifying the data experience. 

Difficulty level: Beginner
Duration: 19:10

This talk goes over Neurobagel, an open-source platform developed for improved dataset sharing and searching. 

Difficulty level: Beginner
Duration: 13:37

This video gives a brief introduction to the second session of talks from INCF's Neuroinformatics Assembly 2023. 

Difficulty level: Beginner
Duration: 3:55
Speaker: : Trygve Leergard

This brief video provides an introduction to the third session of INCF's Neuroinformatics Assembly 2023, focusing on how to streamling cross-platform data integration in a neuroscientific context. 

Difficulty level: Beginner
Duration: 5:55
Speaker: : Bing-Xing Huo

In this talk, you will learn about the standardization schema for data formats among two of the US BRAIN Initiative networks: the Cell Census Network (BICCN) and the Cell Atlas Network (BICAN). 

Difficulty level: Beginner
Duration: 14:58

In this lesson, you will learn about the BRAIN Initiative Cell Atlas Network (BICAN) and how this project adopts a federated approach to data sharing. 

Difficulty level: Beginner
Duration: 11:23
Speaker: : Owen White

This talk discusses the BRAIN Initiative Cell Atlas Network (BICAN), taking a look specifically at how this network approaches the design, development, and maintenance of specimen and sequencing library portals. 

Difficulty level: Beginner
Duration: 15:08
Speaker: : GQ Zhang

This final lesson of the course consists of the panel discussion for Streamlining Cross-Platform Data Integration session during the first day of INCF's Neuroinformatics Assembly 2023. 

Difficulty level: Beginner
Duration: 50:16
Speaker: :