Topological Deep Learning: A Survey of Topological Neural Networks

This article likely discusses the application of topology in deep learning, a less common but increasingly relevant area of AI research. Understanding the use of topological concepts can provide insights into the robustness and generalization capabilities of neural networks.

• •Focuses on Topological Data Analysis and its intersection with Deep Learning.
• •Explores the use of topological concepts (e.g., persistence diagrams) to enhance network performance.
• •Provides a comprehensive overview of the current state of Topological Neural Networks.