🚨 NEW PREPRINT Videos strongly shape activity across the visual cortex. But can we design videos that maximally drive specific brain regions? We present NEvo 🧬🧠 — a neural-guided evolutionary framework that synthesizes videos to maximally activate target visual ROIs. (1/10)
We had a very comprehensive study: 4 neural modalities, 3 aspects of improving brain modeling, 8 large datasets, and 600+ models. Resources are publicly available and off-the-shelf !! Please check the project website.
Abdulkadir Gokce@akgokce.bsky.social · last mo.🧠 What's the best way to spend compute & neural data to build brain-aligned models? Our new ICML 2026 paper charts the scaling laws across 8 neural datasets & 600+ vision models. 👇 🌐 multimodal-brain-scaling.epfl.ch w/ @davidtyt.bsky.social & @mschrimpf.bsky.social
🧠 What's the best way to spend compute & neural data to build brain-aligned models? Our new ICML 2026 paper charts the scaling laws across 8 neural datasets & 600+ vision models. 👇 🌐 multimodal-brain-scaling.epfl.ch w/ @davidtyt.bsky.social & @mschrimpf.bsky.social
🧠🎬 RELEASE We are releasing two Hugging Face model cards for video brain encoding. 🎥 short video clips → 🧠 brain responses MODEL 1: vjepa2-basic 🔗 huggingface.co/epfl-neuroai... MODEL 2: vjepa2-enhanced 🔗 huggingface.co/epfl-neuroai... Brain encoders. Off the shelf !
epfl-neuroai/vjepa2-encoder-basic · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
🧠 NEW PREPRINT Many-Two-One: Diverse Representations Across Visual Pathways Emerge from A Single Objective www.biorxiv.org/content/10.1...
Many-Two-One: Diverse Representations Across Visual Pathways Emerge from A Single Objective
How the human brain supports diverse behaviours has been debated for decades. The canonical view divides visual processing into distinct "what" and "where/how" streams – however, their origin and inde...
biorxiv.org