Data to support the MPhil Thesis: Towards an understanding of generalisation in deep learning: an analysis of the transformation of information in convolutional neural networks

Full results of simulations detailed in thesis, Belcher, D 2025, 'Towards an understanding of generalisation in deep learning: an analysis of the transformation of information in convolutional neural networks', Master of Philosophy, University of Southampton, Southampton, UK.

This dataset is the results of the simulations detailed in the above thesis. All results are in jsonlines format. No specialist software is required to read this data, any software for parsing json or jsonlines data is sufficient.