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This lecture contains an overview of the Australian Electrophysiology Data Analytics Platform (AEDAPT), how it works, how to scale it, and how it fits into the FAIR ecosystem.

Difficulty level: Beginner
Duration: 18:56
Speaker: : Tom Johnstone

To explore the challenges and the ethical issues raised by advances in do-it-yourself (DIY) neurotechnology, the Emerging Issues Task Force of the International Neuroethics Society organized a virtual panel discussion. The panel discussed neurotechnologies such as transcranial direct current stimulation (tDCS) and electroencephalogram (EEG) headsets and their ability to change the way we understand and alter our brains. Particular attention will be given to the use of neurotechnology by everyday people and the implications this has for regulatory oversight and citizen neuroscience. 

Difficulty level: Beginner
Duration: 1:00:59

This module covers many of the types of non-invasive neurotech and neuroimaging devices including electroencephalography (EEG), electromyography (EMG), electroneurography (ENG), magnetoencephalography (MEG), and more. 

Difficulty level: Beginner
Duration: 13:36
Speaker: : Harrison Canning
Course:

An introduction to data management, manipulation, visualization, and analysis for neuroscience. Students will learn scientific programming in Python, and use this to work with example data from areas such as cognitive-behavioral research, single-cell recording, EEG, and structural and functional MRI. Basic signal processing techniques including filtering are covered. The course includes a Jupyter Notebook and video tutorials.

 

Difficulty level: Beginner
Duration: 1:09:16
Speaker: : Aaron J. Newman

Hierarchical Event Descriptors (HED) fill a major gap in the neuroinformatics standards toolkit, namely the specification of the nature(s) of events and time-limited conditions recorded as having occurred during time series recordings (EEG, MEG, iEEG, fMRI, etc.). Here, the HED Working Group presents an online INCF workshop on the need for, structure of, tools for, and use of HED annotation to prepare neuroimaging time series data for storing, sharing, and advanced analysis. 

     

    Difficulty level: Beginner
    Duration: 03:37:42
    Speaker: :

    Overview of the content for Day 1 of this course.

    Difficulty level: Beginner
    Duration: 00:01:59
    Speaker: : Tristan Shuman

    Overview of Day 2 of this course.

    Difficulty level: Beginner
    Duration: 00:03:28
    Speaker: : Tristan Shuman

    Best practices: the tips and tricks on how to get your Miniscope to work and how to get your experiments off the ground.

    Difficulty level: Beginner
    Duration: 00:53:34

    This talk compares various sensors and resolutions for in vivo neural recordings.

    Difficulty level: Beginner
    Duration: 00:24:03

    This talk delves into challenges and opportunities of Miniscope design, seeking the optimal balance between scale and function.

    Difficulty level: Beginner
    Duration: 00:21:51

    Attendees of this talk will learn aobut computational imaging systems and associated pipelines, as well as open-source software solutions supporting miniscope use.

    Difficulty level: Beginner
    Duration: 00:17:56

    This talk covers the present state and future directions of calcium imaging data analysis, particularly in the context of one-photon vs two-photon approaches. 

    Difficulty level: Beginner
    Duration: 00:21:06

    In this talk, results from rodent experimentation using in vivo imaging are presented, demonstrating how the monitoring of neural ensembles may reveal patterns of learning during spatial tasks.

    Difficulty level: Beginner
    Duration: 00:19:43

    How to start processing the raw imaging data generated with a Miniscope, including developing a usable pipeline and demoing the Minion pipeline.

    Difficulty level: Beginner
    Duration: 00:57:26

    The direction of miniature microscopes, including both MetaCell and other groups.

    Difficulty level: Beginner
    Duration: 00:49:16

    Overview of the content for Day 2 of this course.

    Difficulty level: Beginner
    Duration: 00:11:01
    Speaker: : Tristan Shuman

    Summary and closing remarks for this three-day course.

    Difficulty level: Beginner
    Duration: 00:04:56
    Speaker: : Stephen Larson

    This hands-on tutorial explains how to run your own Minion session in the MetaCell cloud using jupityr notebooks.

    Difficulty level: Beginner
    Duration: 01:28:03

    In this hands-on analysis tutorial, users will mimic a kernel crash and learn the steps to restore inputs in such a case.

    Difficulty level: Beginner
    Duration: 00:20:34
    Speaker: : Phil Dong

    This lesson will go through how to extract cells from video that has been cleaned of background noise and motion.

    Difficulty level: Beginner
    Duration: 01:49:40
    Speaker: : Phil Dong