Tutorials & learning portals

INCF KnowledgeSpace

KnowledgeSpace aims to be a globally-used, community-based, data-driven encyclopedia for neuroscience that links brain research concepts to data, models, and the literature that support them. Further it aims to serve as a framework where large-scale neuroscience projects can expose their data to the neuroscience community-at-large.

INCF NeuroStars

Neurostars is an open source question and answer site that serves the INCF network and the global neuroscience community as a forum for knowledge exchange between neuroscience researchers at all levels of expertise, software developers, and infrastructure providers.

INCF Portal

The INCF portal is the guide to the INCF activities and its community resources. INCF advances data reuse and reproducibility in brain research by coordinating the development of Open, FAIR, and Citable tools and resources for neuroscience

WholeBrain

WholeBrain is a software to create anatomical maps. With a code base in C/C++ with wrappers to R and JavaScript/WASM. The purpose of WholeBrain is to provide a user-friendly and efficient way for scientist with minimal knowledge of computers to create anatomical maps and integrate this information with behavioral and physiological data for sharing on the web.

ReproNim: A Center for Reproducible Neuroimaging Computation

ReproNim’s goal is to improve the reproducibility of neuroimaging science and extend the value of our national investment in neuroimaging research, while making the process easier and more efficient for investigators.

DeepLabCut

DeepLabCut™ is an efficient method for 3D markerless pose estimation based on transfer learning with deep neural networks that achieves excellent results (i.e. you can match human labeling accuracy) with minimal training data (typically 50-200 frames).

Addgene's AAV Data Hub

AAV are versatile tools used by neuroscientists for expression and manipulation of neurons. Many scientists have benefited from the high-quality, ready-to-use AAV prep service from Addgene, a nonprofit plasmid repository. However, it can be challenging to determine which AAV tool and techniques are best to use for an experiment.

BossDB

BossDB is a volumetric database that lives in the AWS cloud. Hundreds of terabytes of electron microscopy, light microscopy, and x-ray tomography data are available for free download and study.