Noise functions are mathematical tools used to generate pseudo-random values that produce natural-looking textures and variations, often used in computer graphics and procedural generation. These functions, like Perlin noise and Simplex noise, are designed to create coherent and continuous noise patterns that can be seamlessly tiled and manipulated for various applications.