Machine Learning, Artificial Intelligence, Topology, Transformers, Neural Networks.
effective neural network architecture designs. The primary objective of this paper is to offer a categorical perspective on the disparities between traditional feedforward neural networks and transformers. Initially, the team establishes a rigorous framework for categorical deep learning,