William Hayward

The paper identifies skill memory expansion as a key driver of early skill learning by analyzing neural dynamics during motor skill practice.

The paper links alpha and low-beta oscillatory activity in cingulate and striatal brain hubs to micro-offline gains during early skill learning.

The paper shows that neural representations of actions in motor skills differentiate during early learning, particularly offline, and shift brain regions involved as skill improves.