The Interaction Bottleneck of Deep Neural Networks: Discovery, Proof, and Modulation

This article likely discusses a fundamental limitation in the way deep neural networks process information, focusing on how interactions between different parts of the network hinder performance. It probably presents a novel discovery, provides mathematical proof of the bottleneck's existence, and explores methods to mitigate its effects.