Matthias Nau · @MatthiasNau
510 followers · 20 posts · Server fediscience.org

has a new app! 🎊 Camera-less in has never been easier. github.com/DeepMReye/DeepMReye

â—¦ Install & open
â—¦ Pick a pretrained model
â—¦ Upload fMRI data
â—¦ Download gaze coordinates

The app makes even more accessible as no coding is required. If you use it, be aware though that the pretrained models are not perfect: Validate your results or train your own model using our notebooks!
github.com/DeepMReye/DeepMReye

Huge kudos to @cyhsm for creating the app!

#fmri #EyeTracking #streamlit #deepmreye

Last updated 1 year ago

Matthias Nau · @MatthiasNau
493 followers · 17 posts · Server fediscience.org

Our paper on - Magnetic resonance-based eye tracking using deep neural networks - was just made by @NatureNeuro

It was originally published under the wrong license in 2021. This release closes the circle and makes code, data, and paper accessible to everyone!

Code: github.com/DeepMReye/DeepMReye
Data: osf.io/mrhk9/
Paper: nature.com/articles/s41593-021

w/ co-authors @cyhsm & Christian Doeller

#OpenScience #openaccess #deepmreye

Last updated 2 years ago

Matthias Nau · @MatthiasNau
479 followers · 15 posts · Server fediscience.org

Thanks so much, @RemiGau, for putting this together, and in general for contributing to in the past months! It is such a useful extension and will make it easier to run it on outputs etc. for many people.

#fMRIPrep #deepmreye

Last updated 2 years ago

Matthias Nau · @MatthiasNau
411 followers · 11 posts · Server fediscience.org

now has a wrapper for data! pypi.org/project/bidsmreye/

This is great for example to decode gaze position in datasets processed with

Thank you @RemiGau for this amazing contribution to our package! w/@CYHSM
---
RT @NauMatt
is out!
Use to perform in without camera! nature.com/articles/s41593-021

@cyhsm & I are thrilled to finally sha…
twitter.com/NauMatt/status/145

#EyeTracking #deeplearning #fMRIPrep #fmri #bids #deepmreye

Last updated 2 years ago

Matthias Nau · @MatthiasNau
168 followers · 5 posts · Server fediscience.org

Just migrated servers!

I am a postdoc at NIH passionate about visual perception, gaze behavior, and memory.

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

#deepmreye #machinelearning #memory #gaze #vision #cogneuro

Last updated 2 years ago