A Classifier for Quaternion Algebras, and Local Hilbert Symbols: A Short Experiment in Interpretability
Summary I constructed a neural network classifier whose inputs were integers , , and their prime factorizations. Using three layers: , the classifier learned in epochs to predict with accuracy whether the quaternion algebra defined over the rational numbers was a division algebra or a matrix algebra. The underlying mathematics...
Sep 49