@article{ananalytictheoryofconvolutionalneuralnet, title = {An analytic theory of convolutional neural network inverse problems solvers}, author = {Minh Hai Nguyen and Quoc Bao Do and Edouard Pauwels and Pierre Weiss}, year = {2026}, eprint = {2601.10334}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.10334}, }