Preprint
Aug 2026
A Unified Framework for the Mechanics of Information in Convolutional Neural Network Image Space
A correspondence is presented linking discrete filter symmetry and the relativistic energy--momentum relation under the widely used nonlinear rectified convolution operation.
Aryan Shukla, Matthew Toews
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