The Algonauts Project

The Brain Encoding Response Generator (BERG) survey Thank you for taking part in this survey aimed at (anonymously) collecting your thoughts and suggestions on a new resource called the Brain Encoding Response Generator (BERG; https://github.com/gifale...

We’d love your feedback on BERG (github.com/gifale95/BERG): pretrained encoding models + a Python toolkit for generating in silico neural responses for in silico experimentation. Your input will make BERG more useful and reliable!

forms.gle/pybrqcaqdso2...

#NeuroAI #CompNeuro #neuroscience #AI

(3/3) The Algonauts Project now promotes several initiatives at the intersection of biological and artificial intelligence research. Get in touch if you have related ideas that you would like us to promote.

algonautsproject.com

Algonauts Project 2025 Challenge - Post-challenge survey Thank you for taking part in this 5 minute survey! All responses are collected anonymously, and will be used to improve future editions of the Algonauts Project challenge. Even if you did not particip...

(2/3) Please help us improve future editions of the challenge by taking a 5 minute survey. We look forward to your input!

forms.gle/yGY4k1NcjPZk...

(1/3) The Algonauts session at CCN has concluded: thank you to all who participated! The session recording will soon be available on the YouTube CCN page.

#algonauts2025 #NeuroAI #CompNeuro #neuroscience #AI #CCN2025 #hessianAI #CNeuroMod #FUBerlin #GoetheUni

Challenge Report and Code Submission - Algonauts Project 2025 Challenge With this form, please send us the link to your report (~4-8 pages, put on a preprint server such as bioRxiv or arXiv) describing the model building process for your best performing encoding model in ...

(2/2) To all Algonauts 2025 challenge participants: To promote open science and faster scientific development, we encourage you to submit your report and code, even if the challenge is now over!

forms.gle/RbouWUqYrm9p...

(1/2) The Algonauts Project 2025 challenge results are out! 1st: sdascoli; 2nd: NCG; 3rd: SDA. Congratulations! Join the Algonauts session at CCN to know how they did it.

#algonauts2025 #NeuroAI #CompNeuro #neuroscience #AI #CCN2025 #hessianAI #CNeuroMod #FUBerlin #GoetheUni

2025.ccneuro.org

The Algonauts Challenge submission is over: > 60 teams participated! To be considered in the winners selection process, please post your report/code by July 25th. We will announce the winners on August 5th!

#NeuroAI #CompNeuro #neuroscience #AI #CCN2025 #hessianAI #CNeuroMod

algonautsproject.com

On July 6th will open the final Algonauts challenge phase, which will test the out-of-distribution generalization of your models, and determine the challenge winners.

We look forward to your submissions!

algonautsproject.com

The time course of visuo-semantic representations in the human brain is captured by combining vision and language models The human visual system provides us with a rich and meaningful percept of the world, transforming retinal signals into visuo-semantic representations. For a model of these representations, here we lev...

Vision Deep Neural Networks and Large Language Models complement each other in predicting EEG responses to images, providing a more accurate model of the time course of visuo-semantic processing in the human brain.

#NeuroAI #CompNeuro #neuroscience #AI

arxiv.org/abs/2506.19497

In silico discovery of representational relationships across visual cortex - Nature Human Behaviour Using in silico neuroscience, Gifford et al. developed a neural control algorithm to modulate the representational relationships between visual cortical areas, revealing how these areas jointly repres...

Using in silico neuroscience, @alessandrogifford.bsky.social et al. developed a neural control algorithm to modulate the representational relationships between visual cortical areas, revealing how these areas jointly represent the world as an interconnected network.
www.nature.com/articles/s41...

Update: hessian.AI will sponsor up to 1,600€ for travel expenses and conference registration fees for each of the top three Algonauts 2025 Challenge teams to present their winning models at CCN 2025!

@hessianai.bsky.social @cogcompneuro.bsky.social

algonautsproject.com

(1/7) NSD-synthetic is out!

NSD-synthetic enables strict out-of-distribution generalization tests critical for the development of more robust models of visual processing and the formulation of more accurate theories of human vision.

#NeuroAI #CompNeuro #neuroscience #AI

doi.org/10.48550/arX...

(4/4) The challenge is open to all, and provides transparent, directly comparable results through a public leaderboard that is updated automatically after each submission to facilitate rapid model assessment and guide development. We look forward to your participation!

(3/4) The top 3-entries will receive prizes for a total of 17,000 € (1st 9,000 €; 2nd 5,000 €; 3rd 3,000 €), and will be invited to present their work this August at the Cognitive Computational Neuroscience (CCN) conference, in Amsterdam.

@cogcompneuro.bsky.social #CCN2025

2025.ccneuro.org

(2/4) The challenge is based on data from CNeuroMod, and aims at promoting a new generation of brain encoding models that are multimodal and that generalize well beyond their training distribution.

#CNeuroMod

www.cneuromod.ca

(1/4) The Algonauts Project 2025 challenge is now live!

Participate and build computational models that best predict how the human brain responds to multimodal movies!

Submission deadline: 13th of July.

#algonauts2025 #NeuroAI #CompNeuro #neuroscience #AI

algonautsproject.com