Matthias Nau

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Cognitive Neuroscientist | PostDoc at NIMH | Vision, Viewing Behavior, Memory | Neuroimaging, ML

#introduction
I am a #CogNeuro postdoc at the National Institutes of Health (USA) passionate about visual perception, gaze behavior, and memory.

I use computational tools (incl DNNs), human brain imaging & eye tracking to characterize how #vision, #gaze, and #memory interact on the levels of brain activity & subjective experience, and I develop open-source #machinelearning approaches to advance how brain activity & behavior can be studied together (e.g., #DeepMReye https://github.com/DeepMReye)

#Facemap looks like a great tool for modeling neural activity with facial movements

Also, Fig.4 nicely emphasizes that modeling the stimulus is not enough - We need to track & model more behaviors!

RT @[email protected]

📣 Preprint alert 🚨
Excited to share “Facemap: a framework for modeling neural activity based on orofacial tracking”

#facemap https://biorxiv.org/cgi/content/short/2022.11.03.515121v1
See summary below🧵🧵🧵:

🐦🔗: https://twitter.com/Atika_Ibrahim/status/1588885329951367168

RT @[email protected]

Now out in @[email protected] !

fMRI has revolutionized human neuroscience, but multiple noise sources can limit its use. How do we deal with this?

We quantified the effectiveness of multi-echo fMRI and ICA denoising on data quality and reproducibility.

https://www.sciencedirect.com/science/article/pii/S1053811922008448

🐦🔗: https://twitter.com/neuro_steel/status/1588162284186116097