yinan cao

@ycaoneuro.bsky.social

https://yinancao.github.io/ msca fellow LNC^2 ENS paris, Wyart team

New preprint alert! doi.org/10.64898/202... Throughout life, we are often told to persist in the pursuit of our long term goals. However, the most important factor to consider in the real world for whether to continue pursuit or abandon one's goal is knowing how much progress you are making.

Prefrontal mechanisms of goal progress inference and monitoring in macaque monkeys

Primates pursue goals over extended periods and over multiple steps. The ability to track progress and its rate is critical for such pursuit, yet the neural mechanisms of this tracking are unclear. We...

doi.org

Are you #Coayne2026? Wanna know how we can have a common notion of state in mind and machines and find them in an unsupervised fashion with temporal embeddings based on dynamic similarity check @armanbehrad.bsky.social and @maxschwabe.bsky.social’s poster today, 3-001!

CMC lab@cmc-lab.bsky.social · 5mo ago

3-001, poster session 3 (Sat, Mar. 14, 13:15): @armanbehrad.bsky.social on unsupervised method to find behaviorally relevant internal states from data. We tested it w/ RNN & monkey data doing cognitive tasks & RNN trained with deep RL on a naturalistic plum tracking task.

🚀 Postdoc Alert! Are you passionate about social learning & cultural evolution? @dominikdeffner.bsky.social & I have a 3-year position with freedom to develop your research and work on cutting-edge multiplayer and immersive experiments. Apply by March 30! hmc-lab.com/SocialLearni... Pls share 🙏

Postdoc position -- Social Learning and Cultural Evolution

Postdoc position -- Social Learning and Cultural Evolution posted on March 2, 2026 We are currently seeking a highly motivated individual...

hmc-lab.com

New paper on information sampling in multialternative choice, part of the ERC @erc.europa.eu Starting Grant "INFOSAMPLE". One of projects emerging from the first semi-gigantic MEG dataset we collected as the "Irrationality" Lab in Hamburg, around COVID lockdowns.

Marcus Siems@marcussiems.bsky.social · 6mo ago

New paper alert 📣 #Neuroskyence "Rhythmic sampling of multiple decision alternatives in the human brain" @natcomms.nature.com together with @ycaoneuro.bsky.social @maryamtohidi.bsky.social @donnerlab.bsky.social @ktsetsos.bsky.social www.nature.com/articles/s41... 🧵1/

Glad to see this paper out @natcomms.nature.com! in this work, we investigated neural sampling across multiple choice options (N > 2).

Marcus Siems@marcussiems.bsky.social · 6mo ago

New paper alert 📣 #Neuroskyence "Rhythmic sampling of multiple decision alternatives in the human brain" @natcomms.nature.com together with @ycaoneuro.bsky.social @maryamtohidi.bsky.social @donnerlab.bsky.social @ktsetsos.bsky.social www.nature.com/articles/s41... 🧵1/

🚀Our new chapter is out, “Perspectives on the Mechanistic Underpinnings of Choice Biases,” written with @ktsetsos.bsky.social and published in Decision Making: Mechanisms and Applications (edited by Carsten Murawski, Ulrich Ettinger, and Bert Heinrichs): link.springer.com/book/10.1007...

Decision Making

This book offers reports on new findings relating to mechanisms of decisions, modeling of decision making and impaired decision making upon diseases.

link.springer.com

Noise ceilings are really useful: You can estimate the reliability of your data and get an index of how well your model can possibly perform given the noise in the data. But, contrary to what you may think, noise ceilings do not provide an absolute index of data quality. Let's dive into why. 🧵

1/ New paper by Hame Park, (@AraziAyelet), Bharath Talluri, Marco Celotto, Stefano Panzeri, Alan Stocker & Tobias Donner published in Nature Communications – “Confirmation Bias through Selective Readout of Information Encoded in Human Parietal Cortex”: rdcu.be/etlR7. Here is a summary:

Confirmation bias through selective readout of information encoded in human parietal cortex

Nature Communications - People often discard incoming information when it contradicts their pre-existing beliefs about the world. Here, the authors show that this discarded information is precisely...

rdcu.be