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Wiring Up Vision: Reproduction

Franziska Geiger, Martin Schrimpf, Tiago Marques, and James J. DiCarlo. "Wiring up vision: Minimizing supervised synaptic updates needed to produce a primate ventral stream". In International Conference on Learning Representations, 2022. URL: https://openreview.net/forum?id=g1SzIRLQXMM.

Reproduction and review by Kanishk Gandhi, Jay Hill, and Anjali Nandi. University of Southampton

Notes

Most of the code here was run in interactive mode by importing the scripts contained here, including into Jupyter Notebooks.

Datasets

ImageNet: https://www.image-net.org/

ImageNetMini: https://www.kaggle.com/datasets/ifigotin/imagenetmini-1000

Extra

Some models took very long to train.

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