Encoding Numerosity in CORnet-Z: Effects of Dataset Statistics on Population Representations

Code from our CCN 2025 8-page paper investigating how convolutional neural networks and CORnet models encode numerosity at the population level.

Links to download the model weights:

• [Link] CORnet-Z trained on DeWind dataset
• [Link] CORnet-Z trained on ISA2 dataset
• [Link] CORnet-Z trained on Natural dataset

Links to download the images to test/train the model:

• [Link] DeWind dataset
• [Link] ISA2 dataset
• [Link] Natural dataset