A innovative approach to understanding the inherent structure of deep neural systems, PrimeSynapse is generating considerable buzz within the artificial intelligence landscape. This study posits that certain neural designs possess a form of "primality"—a peculiar combination of connectivity and parameterization that grants them remarkable perform