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Modern Hopfield Networks on the CIFAR10 dataset

2025 Spring CSCI1470 Deep Learning Final Project

Authors: Haosheng Wang, Edrick Guerrero, Alfonso Gordon Cabello de los Cobos

Summary

The idea of this project is to implement Modern Hopfield Networks on the CIFAR10 dataset for image reconstruction of the different elements inside the set. This will be done by using TensorFlow as a way of providing another alternative than PyTorch, wich is theone used originally in Hopfield Networks is All You Need by Institute for Machine Learning, Johannes Kepler University Linz.

Dependencies

We have a Python environment newenv.yml ready for you to install

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2025 Spring CSCI1470 Deep Learning Final Project on Hopfield Network

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