most citedKähler Geometry of Quiver Varieties and Machine Learning

2 citations · 2 across the 3 of their papers we have counts for

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math.AG2022

Noncommutative Geometry of Computational Models and Uniformization for Framed Quiver Varieties

George Jeffreys, Siu-Cheong Lau

We formulate a mathematical setup for computational neural networks using noncommutative algebras and near-rings, in motivation of quantum automata. We study the moduli space of th…

math.AG2021★ 2 cited

Kähler Geometry of Quiver Varieties and Machine Learning

George Jeffreys, Siu-Cheong Lau

We develop an algebro-geometric formulation for neural networks in machine learning using the moduli space of framed quiver representations. We find natural Hermitian metrics on th…