Ian S. Howard

De novo motor learning as controller synthesis: a conceptual framework

This framework interprets slow or variable acquisition, structured generalization, context dependence, and learning-rate/outcome dissociations as possible consequences of controller-memory formation, stabilization, retrieval, and expression, rather than of slow parameter convergence within an established controller.

Feasible cognition requires latent state