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@epflneuroailab

EPFL NeuroAI Lab

Modeling the Brain and Mind with Neural Networks

EPFL NeuroAI Lab

We are the NeuroAI research group at the EPFL Neuro-X Institute, jointly between the School of Life Sciences, and the School of Computer and Communication Sciences.

Our research focuses on a computational understanding of the neural mechanisms underlying human natural intelligence. To achieve this goal, we bridge Deep Learning, Neuroscience, and Cognitive Science, building artificial neural network models that match the brain’s neural representations in their internal processing and are aligned to human behavior in their outputs.

Please see the lab website for more details: go.epfl.ch/NeuroAI

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  1. topolm topolm Public

    TopoLM: brain-like spatio-functional organization in a topographic language model

    Python 30 4

  2. scaling-primate-vvs scaling-primate-vvs Public

    Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream, ICML 2025 Spotlight

    Jupyter Notebook 12 4

Repositories

Showing 10 of 18 repositories
  • topo-omni Public

    Repository for the "Discovering Functionally Selective Brain Regions with a Deep Topographic Multimodal Model" paper

    epflneuroailab/topo-omni's past year of commit activity
    Python 7 Apache-2.0 2 0 0 Updated Sep 16, 2026
  • epflneuroailab/vscode-on-scitas's past year of commit activity
    Shell 0 0 0 0 Updated Sep 8, 2026
  • epflneuroailab/topo-transform's past year of commit activity
    Python 0 0 0 0 Updated Aug 21, 2026
  • mirage Public

    Official implementation of MIRAGE, a multimodal encoding framework for predicting whole-brain fMRI responses with adaptive modality gating.

    epflneuroailab/mirage's past year of commit activity
    Python 5 Apache-2.0 3 0 0 Updated Jun 15, 2026
  • multimodal-brain-scaling Public

    Multimodal Scaling Laws for Task & Data-Optimized Models of Visual Cortex, ICML 2026

    epflneuroailab/multimodal-brain-scaling's past year of commit activity
    Jupyter Notebook 6 MIT 1 0 0 Updated Jun 13, 2026
  • bioeng-310 Public

    computational exercises for BIOENG-310 at EPFL

    epflneuroailab/bioeng-310's past year of commit activity
    Jupyter Notebook 1 4 0 0 Updated Jun 8, 2026
  • scaling-primate-vvs Public

    Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream, ICML 2025 Spotlight

    epflneuroailab/scaling-primate-vvs's past year of commit activity
    Jupyter Notebook 12 MIT 4 0 0 Updated May 16, 2026
  • Anhedonic-AI Public
    epflneuroailab/Anhedonic-AI's past year of commit activity
    Python 1 0 0 0 Updated May 7, 2026
  • core Public Forked from brain-score/core
    epflneuroailab/core's past year of commit activity
    Python 0 MIT 9 0 0 Updated Mar 19, 2026
  • rcp-access Public
    epflneuroailab/rcp-access's past year of commit activity
    Shell 1 2 0 0 Updated Mar 2, 2026

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