The embodiments described herein describe technologies of self-timed pattern generators. The self-timed pattern generators can be used to form a random number generator to generate a random digital value. Asynchronous digital logic in a first generator asynchronously updates a next state based on a current state, a second state of a second generator that is before the first generator in the chain or ring topology, and a third state of a third generator that is after the first generator in the chain or ring topology. The self-timed pattern generators are to output a random digital value based at least in part on the current state output from the first generator.