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Posts by Vincent Taschereau-Dumouchel

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Revamping neuroimaging analysis to reveal biomarkers of adolescent mental health - Nature Mental Health Neuroscience research struggles to link neurobiological phenotypes with real-world mental health experiences, especially in youth. Here the authors challenge assumptions in functional neuroimaging stu...

New Perspective out in @natmentalhealth.nature.com! We consider why neuroimaging analyses struggles to predict adolescent mental health, discuss approaches for improving prediction, and provide open-source implementations and tutorials: www.nature.com/articles/s44...

1 week ago 35 11 1 0

can i repost this 1000x please?

learning to develop "good" research questions is so important, and so undercut by the "move fast break things" vibe coding mentality.

(yes, i also vibe code... for weekend projects!)

shameless plug for my recent paper on this: www.nature.com/articles/s41...

1 week ago 44 7 1 0

Residents of a small Wisconsin town just passed a first-of-its-kind referendum on AI data center development.

Tax incentives for future data centers will now require voter approval.

Kudos to these residents for taking on Big Tech. Never doubt your power to change the system.

1 week ago 1751 412 27 19

Awesome news!!! Congrats Jorge! Let<s celebrate soon I hope!

2 months ago 2 0 1 0

When reading a line like "the glow of the flame briefly illuminated his face", most readers tend to build an image in their mind. 🧠
People with aphantasia, however, report that they do not. We wanted to know: Does this change how they physically read stories? (1/5)

2 months ago 23 12 1 0
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Representational Momentum Transcends Motion Dillon Plunkett & Jorge Morales (2025) Psychological Science

When we see something that's moving, our memories about it end up projected forward in time: We remember it further along than it was. In a new paper in 𝘗𝘴𝘺𝘤𝘩𝘰𝘭𝘰𝘨𝘪𝘤𝘢𝘭 𝘚𝘤𝘪𝘦𝘯𝘤𝘦, out today and led by @dillonplunkett.bsky.social, we demonstrate that this happens even when there is 𝙣𝙤 𝙢𝙤𝙩𝙞𝙤𝙣 𝙬𝙝𝙖𝙩𝙨𝙤𝙚𝙫𝙚𝙧.🧵

4 months ago 146 52 10 8
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Continuous Flash Suppression responses in mouse visual cortex: stimulus laterality and anesthesia effects We investigated whether binocularly conflicting stimuli adapted from primate binocular rivalry studies could induce binocular response suppression in mouse visual cortex. We presented binocularly conf...

More evidence of continuous flash suppression / binocular rivalry under anesthesia (in mice): www.biorxiv.org/content/10.1...

5 months ago 12 4 0 0

does someone good at coding & analysis want to work remotely w/ us in the coming few months (before end of 2025), as a paid consultant? project will be on neurofeedback (fMRI, ECoG, calcium imaging). we'll work towards developing the experiments & analysis pipelines together. if so pls DM me ur CV🧠📈

7 months ago 42 37 4 0
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Perceptual metacognition beyond confidence In this issue of Neuron, Dijkstra et al. showed that deciding whether a perceived stimulus is actually present or whether it is just one’s own imagination depends on specific signals in the fusiform g...

www.cell.com/neuron/abstr...

Perceptual Metacognition Beyond Confidence -

a little commentary piece by Tomoya Nakayama & yours truly (on @nadinedijkstra.bsky.social, Thomas von Rein, @peterkok.bsky.social, & @smfleming.bsky.social’s recent Neuron paper)

🧠📈

8 months ago 32 11 1 0
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OSF

electrical stimulation to the dlPFC can alleviate neuropathic pain, but only if we hit the exact right spot

osf.io/preprints/ps...

🧠📈

8 months ago 5 2 0 0
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After five years of confused staring at Greek letters, it is my absolute pleasure to finally share our (with @smfleming.bsky.social) computational model of mental imagery and reality monitoring: Perceptual Reality Monitoring as Higher-Order inference on Sensory Precision ✨
osf.io/preprints/ps...

8 months ago 129 35 4 4
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Biological markers and psychosocial factors predict chronic pain conditions - Nature Human Behaviour Fillingim et al. show that biological and psychosocial factors jointly predict conditions associated with chronic pain.

Thrilled to share our new paper in Nature Human Behaviour!

nature.com/articles/s41...

We show that combining biological 🧬 and psychosocial 📋 data offers a much stronger, more reliable path to predicting pain and diagnosis. 🧵

11 months ago 14 5 2 3
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Make science more collegial: why the time for ‘adversarial collaboration’ has come Bringing together proponents of rival theories to test their ideas against each other can advance science — but only if all sides can accept that they might be wrong.

"... supporters of GNWT called IIT a pseudoscience. Such language has no place in a process designed to establish working relationships between competing groups"

i totally agree w/ the 2nd part. but we're not part of that process, nor the said competing groups ...

🧠📈
www.nature.com/articles/d41...

11 months ago 13 6 1 0
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New paper in Imaging Neuroscience by Tom Dupré la Tour, Matteo Visconti di Oleggio Castello, and Jack L. Gallant:

The Voxelwise Encoding Model framework: A tutorial introduction to fitting encoding models to fMRI data

doi.org/10.1162/imag...

11 months ago 26 9 0 0
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Et si l’IA devenait un outil de dépistage psychologique? Des chercheurs se sont servis de réseaux neuronaux artificiels pour prédire si des personnes présentaient des symptômes souvent observés dans la dépression, l'anxiété ou la schizophrénie.

#INTELLIGENCEARTIFICIELLE | 🧠 Des chercheurs ont utilisé des réseaux neuronaux artificiels pour prédire certains symptômes liés à la santé mentale.

Recherche menée par @shwnmnl.bsky.social, @vincenttd.bsky.social, Jean Gagnon et Frédéric Gosselin. 

#SantéMentale #Psychologie

11 months ago 5 3 1 0
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i have uploaded this preprint a while back, but hadn't promoted it directly here. in this piece i explain why i can no longer recommend trainees to participate in my former home field.

The End of Conscioussness - osf.io/preprints/ps...

but i've learned a lot. thank you for everything.

🧠📈

11 months ago 82 23 5 6
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Et si l’IA devenait un outil de dépistage psychologique? Des chercheurs se sont servis de réseaux neuronaux artificiels pour prédire si des personnes présentaient des symptômes souvent observés dans la dépression, l'anxiété ou la schizophrénie.

🧠 Ce que vous voyez dans une image pourrait-il trahir votre état mental? Des chercheurs ont entraîné une #IA à le deviner.

Une recherche menée par @shwnmnl.bsky.social, @vincenttd.bsky.social, Jean Gagnon et Frédéric Gosselin.

#IntelligenceArtificielle #SantéMentale #Psychologie

11 months ago 4 3 0 0

Here is our collaborative work with @meganakpeters.bsky.social @vincenttd.bsky.social and @brianodegaard.bsky.social presented at CNS2025 on the comparison between behavioral similarity judgments on different properties, fMRI, and AI/algorithmic Representational spaces. qr.me-qr.com/es/link-list...

1 year ago 4 2 1 0
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Revealing higher-order neural representations with generative artificial intelligence Studies often aim to reveal how neural representations encode aspects of an observer's environment, such as its contents or structure. These are ``first-order" representations (FORs), because they're ...

new preprint just dropped!

Revealing higher-order neural representations with generative artificial intelligence

led by @hazimi.bsky.social

arxiv.org/abs/2503.14333

thread 👇
1/n

1 year ago 48 13 2 0
Axel Cleeremans : La conscience : comment et pourquoi ?
Axel Cleeremans : La conscience : comment et pourquoi ? YouTube video by Académie de Médecine (ARMB)

En attendant notre séance de samedi, revivez la passionnante conférence d' @axc.bsky.social (de l' @ulbruxelles.bsky.social et membre de l' #Académie royale des Sciences, des Lettres et des Beaux-Arts de Belgique), La conscience : comment et pourquoi ? #neuroskyence 🧪

youtu.be/8IVI8y8I0xo

1 year ago 2 2 0 0
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Sex differences in prenatal development of neural complexity in the human brain - Nature Mental Health A magnetoencephalography study provides evidence that neural signal complexity declines with brain maturation in human fetuses and newborns and the decline occurs faster in male fetuses.

Fetuses have the right signatures according to IIT for consciousness, especially if they're premature and male (apparently): www.nature.com/articles/s44...

There are consequences of IIT in the real world. For real people. It clearly already has the juice to be a practical concern.

1 year ago 14 3 5 3
finale: reply to Gomez-Marin & Seth about the scientific status of IIT here i respond to a commentary written by Alex Gomez-Marin and Anil Seth, on a paper explaining why IIT is unscientific . the latter articl...

i used to have blog on consciousness. i just uploaded my final post there, in which i responded to Alex Gomez-Marin & Anil Seth's recent commentary on the scientific status of IIT.

inconsciousnesswetrust.blogspot.com/2025/03/fina...

so long, folks.

the world is going nuts. pls take care.

🧠📈

1 year ago 73 28 8 5
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Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models Many recent studies have found evidence for emergent reasoning capabilities in large language models, but debate persists concerning the robustness of these capabilities, and the extent to which they ...

LLMs have shown impressive performance in some reasoning tasks, but what internal mechanisms do they use to solve these tasks? In a new preprint, we find evidence that abstract reasoning in LLMs depends on an emergent form of symbol processing arxiv.org/abs/2502.20332 (1/N)

1 year ago 116 34 5 3
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Why Tononi’s Defense of IIT Fails to Convince Me I am one of the co-signers of the letter labeling IIT as “pseudoscience” for numerous reasons. These include a definition of…

Why Tononi et al's defense of IIT fails to convince me. medium.com/@kording/86f...

1 year ago 57 26 4 2
What makes a theory of consciousness unscientific? - Nature Neuroscience Theories of consciousness have a long and controversial history. One well-known proposal — integrated information theory — has recently been labeled as ‘pseudoscience’, which has caused a heated open ...

New version of "the letter" in Nature Neuroscience. Like many others in the field, I signed because I believe that IIT threatens to deligitimize the scientific study of consciousness: www.nature.com/articles/s41....

1 year ago 63 30 5 4
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Towards a latent space cartography of subjective experience in mental health Aims The way that individuals subjectively experience the world greatly influences their own mental well-being. However, it remains a considerable challenge to precisely characterize the breadth and...

🚀 Thrilled to share my first first-author paper, published in PCN !

We explore how our unique subjective experiences of the world affect mental health using a combination of psychometrics, NLP and genAI.

🔗 Read it here: doi.org/10.1111/pcn....

🧵👇

1 year ago 18 6 1 3

Let's do something fun! I have access to ChatGPT Deep Research. It will give you 10-30 page reports about esoteric topics by aggregating information from a few dozen sources, with citations. What do you want to ask it?

1 year ago 24 4 8 1
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WATCH The Brain Dictionary From the award-winning Nature Video team

@alexanderhuth.bsky.social - in your amazing 2016 Nature paper u showed that semantic content as triggered by spoken words is broadly represented by pretty much the entire cortex.

if one did the same analysis w/ movies, would it be less widespread? 🧠📈 🧠💻

www.nature.com/articles/d41...

1 year ago 28 7 3 1

General ML question: If a high-dimensional model predicts the training set 100%, but generalizes to held-out data to a realistic degree (e.g. an r2 of 0.1-0.2), is it overfit? Or is it only overfitting if it fails to generalize?

1 year ago 1 1 2 0
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A comprehensive assessment of current methods for measuring metacognition - Nature Communications Measuring metacognitive ability is one of the enduring challenges in cognitive science. The current paper develops formal tests of the quality of different measures and assesses how current metrics pe...

My article "A comprehensive assessment of current methods for measuring metacognition" is finally out in Nature Communications 🎉 If you work on metacognition and think you know the psychometric properties of your favorite measure, you may be surprised.

www.nature.com/articles/s41...

1 year ago 122 50 3 3