TL;DR通过将数据类折叠到未被占用的高维度中,神经网络的内部处理可以被看作是对 N 维度激活空间中的数据分布进行文字操作。带有 Origami 理论中著名定理的链接。
Abstract
neural networks can implement arbitrary functions. But, mechanistically, what
are the tools at their disposal to construct the target? For classification
tasks, the network must transform the data classes into a linearl