Abstract: Modern deep neural networks, particularly recent large language models, come with massive model sizes that require significant computational and storage ...

Abstract: In this paper, the hyperbolic tangent function and its application in a test neural network on a Field Programmable Gate Array are presented, using the Verilog hardware description language.