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Neural Networks, Derived: neurons → backprop → Lie groups → tropical algebra
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Neural Networks, Derived: neurons → backprop → Lie groups → tropical algebra
A vivid, narrated walkthrough of the mathematics of neural networks — from one neuron all the way to equivariant geometry and the tropical (max-plus) frontier. Based on the graduate lecture notes of Bart M. N. Smets, extended with modern research. 📘 Source paper (lecture notes): Smets, Mathematics of Neural Networks (Lecture Notes Graduate ...
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