Vision and Computational Cognition Group

thingsvision

Python package for extracting representations from state-of-the-art computer vision models

THINGS-data

THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior

frrsa

Python package to conduct feature-reweighted representational similarity analysis.

semantic_features_gpt_3

Code and data from semantic feature generation with GPT-3

SPoSE

Sparse Positive Object Similarity Embedding(s)

DNN_vs_brain-and-behavior

ICA-fMRI

Denoising functional MRI data based on Independent Component Analysis

dimension_encoding

Analysis code implementing the fMRI encoding model of 66 SPoSE dimensions, and all other analyses in the paper.