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May, 2023
可约双曲正切网络的功能等价性与路径连通性
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks
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Matthew Farrugia-Roberts
TL;DR
本文对单隐藏层双曲正切架构神经网络的单位冗余和可约等价类进行了算法描述，并表明这种功能等价类是分段线性路径连接的集合。
Abstract
Understanding the learning process of
artificial neural networks
requires clarifying the structure of the
parameter space
within which learning takes place. A neural network parameter's functional equivalence cla
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