Hyperbolic functions are analogues of trigonometric functions but for a hyperbola rather than a circle. They include functions like sinh (hyperbolic sine), cosh (hyperbolic cosine), and tanh (hyperbolic tangent). These functions are crucial in solving certain types of differential equations and integrals that appear in STEP mathematics papers. Mastering hyperbolic functions can give students a strong edge in their STEP exams.