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Victor Férat

@vferat.bsky.social
55 followers 101 following 23 posts

Engineer, PhD & dev

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Reposted by Victor Férat
Sophie Slaats @sophieslaats.bsky.social · 22/07/2026
new preprint! 🥳 we investigated the encoding of syntax and probability in cortical activity recorded with ECoG 🧠, and, it turns out: high-frequency cortical activity represents both features - side-by-side 🙌, and in interaction 🤝. www.biorxiv.org/content/10.6... (thread to follow soon)
An image depicting the left hemisphere of the fsaverage brain three times; the top row shows the lateral view (three times), the bottom-row shows their medial view (three times). The left-most projection displays the 106 electrodes that encode syntactic information. The electrodes are widely distributed across the left hemisphere, with clusters in the anterior temporal lobe and the posterior temporal lobe/temporo-parietal junction, but also in the prefrontal cortex. The middle projection displays the 185 electrodes that encode lexical probabilistic information. There is a cluster of electrodes along the length of the superior temporal gyrus, and one in the inferior frontal gyrus. There are also electrodes in other areas of the cortex. The rightmost projection shows the 124 electrodes that encode both features. There are clusters in the superior- and middle temporal gyri, and also in the inferior frontal gyrus. There are also electrodes in other areas of the cortex.
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Victor Férat @vferat.bsky.social · 12/04/2026
Depends if you do hypothesis driven research or explorative. I don't see any reason to change the hypothesis driven ones. But it could be interesting to have a succession of [methods + results] sections for the explorative ones
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Victor Férat @vferat.bsky.social · 08/04/2026
Also, are the timings of the different streams synchronised automatically?
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Victor Férat @vferat.bsky.social · 08/04/2026
Thanks for the work @benediktehinger.bsky.social ! After a quick look, I find that the documentation would benefit from more details about the configuration file. Is it possible to automatically export events (events.tsv) ? Does it also handles other neurophysiological recordings ?
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Reposted by Victor Férat
Gabriel Weindel @gweindel.bsky.social · 24/03/2026
OK folks, this is a very convincing EEG artifact rejection method both theoretically and practically from my short experience. It's the only method I tried that gets rid of pervasive artifacts in a dataset I'm currently analyzing!
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Reposted by Victor Férat
Sophie Slaats @sophieslaats.bsky.social · 16/02/2026
Help my student @th-maya.bsky.social out by participating in her study if... - your native language is English, French, or German 🐣 - you speak *any level* of the other two languages (classes at school count! 👩‍🏫)
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Victor Férat @vferat.bsky.social · 04/02/2026
Then thanks to the EEG recording, they can characterize the epilepsy and/or try to find which area of you brain is at the origin of the crisis.
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Victor Férat @vferat.bsky.social · 04/02/2026
Hello Matthew, I can tell you that it is not possible to induce epilepsy crisis with EEG. It can only monitor your brain. However, if one has epilepsy, people might want to induce an epileptic crisis by other means ( drug, stimuli, ect) in order to record brain activity during such events.
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Victor Férat @vferat.bsky.social · 08/01/2026
You can install and try it via PyPI: 𝐩𝐢𝐩 𝐢𝐧𝐬𝐭𝐚𝐥𝐥 𝐠𝐞𝐝𝐚𝐢 This is our initial release, so feedback is very welcome. If you run into issues, feel free to reach out here or open an issue on #GitHub. All contributions are welcome and will be acknowledged accordingly.
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Victor Férat @vferat.bsky.social · 08/01/2026
More details are available in our preprint: www.biorxiv.org/content/10.1...
biorxiv.org
Return of the GEDAI: Unsupervised EEG Denoising based on Leadfield Filtering
Current electroencephalogram (EEG) denoising methods struggle to remove the complex physiological and environmental artifacts typical of real-world settings, which both hinders the isolation of true n...
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Victor Férat @vferat.bsky.social · 08/01/2026
GEDAI integrates seamlessly into the MNE-python pipeline and offers a new approach for handling artifacts in #EEG / #MEG data. A key difference from the MATLAB implementation is that the #Python version can also be easily used for real-time artifact correction !
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Victor Férat @vferat.bsky.social · 08/01/2026
Happy to share that our #Python implementation of GEDAI (Generalized Eigenvalue De-Artifacting Instrument) is now available 🐍 💻 🧠 neurotuning.github.io/gedai/dev/in...
neurotuning.github.io
GEDAI — gedai
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Victor Férat @vferat.bsky.social · 04/12/2025
Happy to share the last study of my PhD, now published in Brain Topography ! doi.org/10.1007/s105... It might not be a THE breakthrough, but we provide encouraging results and a set of practical recommendations for using EEG microstates in neurofeedback paradigms #eeg #neuroscience #neurofeedback
doi.org
Microstate-based Neurofeedback in Attention Deficit Hyperactivity Disorder Population: A Randomized Controlled Crossover Trial - Brain Topography
Neurofeedback (NFB) therapy based on spectral neuromarkers of Attention-Deficit/Hyperactivity Disorder (ADHD) has faced challenges regarding its efficacy and replicability. In this study, we investiga...
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Victor Férat @vferat.bsky.social · 11/11/2025
I don't know if it improves the quality of the thesis, but it helped me move forward.
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Victor Férat @vferat.bsky.social · 11/11/2025
From my point of view, this is the most difficult part of science... For my thesis, I made a very detailed plan (almost to the point where each sub-section was a sentence). Then I wrote a few sub-sections every day. This allowed me to quantify my progress and have clear small goals.
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Reposted by Victor Férat
Jonathan Wirsich @jwirsich.bsky.social · 18/08/2025
Interested in Epileptic Discharges? In need of a data set to validate your source reconstruction models based on clinical outcome? Check out our newest: www.nature.com/articles/s41... Big thanks to B. Vorderwülbecke, S. Vuillémoz et al. ! - @seeber.bsky.social @cibm.bsky.social
nature.com
High-Density EEG Source Localisation of averaged interictal epileptic Discharges validated by surgical Outcome - Scientific Data
Scientific Data - High-Density EEG Source Localisation of averaged interictal epileptic Discharges validated by surgical Outcome
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Victor Férat @vferat.bsky.social · 19/05/2025
Any way to save these settings so that they are loaded by default when importing matplotlib ?
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Victor Férat @vferat.bsky.social · 18/04/2025
Also, about the splitting, what's the rationale for using the first 15 participants versus a random sample of 15? A random split would be more robust and reduce potential biases.
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Victor Férat @vferat.bsky.social · 18/04/2025
It’s always a good idea to share your analysis and to track changes, but as a reviewer, I wouldn’t necessarily take it as definitive proof of a "replication" analysis. In principle, anyone could analyze the full dataset offline and simply say they didn’t by publishing the part of the code they want
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Victor Férat @vferat.bsky.social · 12/04/2025
docs.astral.sh/uv/
docs.astral.sh
uv
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Victor Férat @vferat.bsky.social · 20/02/2025
Great resources! Thanks a lot for the time and energy put into this!
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Reposted by Victor Férat
Olaf Hauk @olafhauk.bsky.social · 20/02/2025
I put some introductory #EEG / #MEG videos together, based on our introduction to #neuroimaging at the @mrccbu.bsky.social : youtube.com/playlist?lis.... They should cover the most common aspects of EEG/MEG analysis, including pre-processing, source estimation and functional connectivity.
youtube.com
Introduction to EEG/MEG data analysis - YouTube
Introduction to EEG/MEG data analysis playlist featuring multiple videos split into topics set out below. Presented by Olaf Hauk from the MRC CBU. EEG/MEG me...
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Victor Férat @vferat.bsky.social · 11/02/2025
+ they ask us to subscribe to mailing list in the process 🙃
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Victor Férat @vferat.bsky.social · 07/02/2025
On my side: Reviewer Assignment since September 13th
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Victor Férat @vferat.bsky.social · 04/02/2025
Nice job @cbrnr.bsky.social !
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Victor Férat @vferat.bsky.social · 29/01/2025
To demystify things, she doesn't control her computer with EEG (i.e. signal coming from the brain). She simply contracts her jaw muscles. These muscles create a much stronger electrical signal (EMG) than the one generated by the brain. The algorithm therefore detects only the muscle contractions.
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Victor Férat @vferat.bsky.social · 24/01/2025
228 healthy participants with Raw and preprocessed EEG recordings ( + MRI, behavior, phenotype) fcon_1000.projects.nitrc.org/indi/retro/M...
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Victor Férat @vferat.bsky.social · 16/01/2025
MNE-BIDS ?
mne.tools
MNE-BIDS — MNE-BIDS 0.16.0 documentation
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Reposted by Victor Férat
Alessandro Crimi @alecrimi.bsky.social · 03/12/2024
New #brain modality: #EEG on scalp 😊 Temporary tattoo printed directly on the scalp offers easy, hair-friendly solution for measuring brainwaves www.cell.com/cell-biomate...
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Reposted by Victor Férat
Open Neuroscience @open-neuroscience.com · 27/11/2024
#neuroskyence and #openscience folks! We have starter pack putting together the intersection if these two groups, have a look, subscribe, and if you want to be added, reply to this or send us a DM! go.bsky.app/NUfsakW
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