A Modified Convolutional Network for Auto-encoding based on Pattern Theory Growth Function
arXiv:2104.02651v1
Originality Synthesis-oriented
AI Analysis
This work addresses a technical issue in neural network design, but it appears incremental as it critiques an existing variant without proposing a new solution.
The paper identifies shortcomings in a convolutional neural network variant designed using pattern theory components, but does not present results or concrete numbers.
This brief paper reports the shortcoming of a variant of convolutional neural network whose components are developed based on the pattern theory framework.