Dynamic neuron approach to deep neural networks: Decoupling neurons for renormalization group analysis

Donghee Lee, Hye-Sung Lee, Jaeok Yi

Deep neural network architectures often consist of repetitive structural elements. We introduce an approach that reveals these patterns and can be broadly applied to the study of d…