Algebraic and Geometrical Structures of Concepts
Abstract: Deep neural networks are known to construct internal representations to process and generalize information. Understanding the structure of these representations is crucial not only for improving machine learning models but also for aligning them with human cognitive representations—namely, the concepts we use in everyday reasoning and scientific inquiry. This study examines how mathematical frameworks […]
Algebraic and Geometrical Structures of Concepts Read More »

