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Educational materials on multivariate pattern analysis

In October 2022, we presented a three hour educational mini-course at the SfNIRS biannual meeting. In December, we presented a free webinar organized by the SfNIRS educational committee. You can find the materials below. (A recording of the webinar will be available on the SfNIRS website.)

• Download the slides from the webinar here (PDF, 4.5 MB)
• Download the files for our hands-on tutorial here (Google Drive directory).
• Download the repository branch for this tutorial session here (Github .zip download).

Projects

• fNIRS 2021 poster session - Find a digital copy of our poster here and our preregistered analysis plan on OSF.io. More to follow when the paper comes out!
• EmbersonZinszerMCPA - software accompanying Emberson, L., Zinszer, B. D., Raizada, R. D. S., & Aslin, R. (2017). Decoding the infant mind: Multivariate pattern analysis (MVPA) using fNIRS. PLoS ONE, 12(4): e0172500. doi:10.1371/journal.pone.0172500
• Semantic_Decoding_2017 - software accompanying Zinszer, B. D., Bayet, L., Emberson, L. E., Raizada, R. D. S., & Aslin, R. N. (2018) Decoding semantic representations from fNIRS signals. Neurophotonics,5(1), 011003. doi:10.1117/1.NPh.5.1.011003. See also our SfNIRS 2016 demo & poster.

Contributors

Most of the core software development has been led by Anna Herbolzheimer (@aherbolz), with Lauren Emberson (@laurenemberson) and Benjamin Zinszer (@bzinszer). Visit the team member page here to see a list of the many contributors to this project.

Contact

Contact Lauren Emberson (lauren.emberson@gmail.com) or Benjamin Zinszer (bzinszer@gmail.com) for assistance.