There is substantial evidence that the cerebellar architecture is a repeating set of microcircuits whose operating principle includes a learning mechanism. Computational and experimental studies indicate that memory storage is in the cerebellar cortex and, perhaps, in the cerebellar nuclei. There are many possible cellular mechanisms for memory storage in the cerebellum and, although none have been ruled out, parallel fiber LTD remains a leading candidate.