<p>This article explores the limited-time synchronization of fuzzy switched Cohen-Grossberg neural networks by establishing hyperbolic function-based fixed-time stability results and developing hyperbolic function control schemes. To begin with, an original fixed-time stability theorem is proposed by means of hyperbolic function, and a novel and more concise estimate for the settling time is obtained. Additionally, based on the established fixed-time stability result, the limited-time synchronization for fuzzy switched Cohen-Grossberg neural networks is investigated by designing centralized and distributed hyperbolic function controllers, which are distinct from the current power-law control schemes. In conclusion, two examples are presented to demonstrate the effectiveness of the theoretical results.</p>