(A) Motor skill learning can be divided into stages: a fast/early stage where typically significant improvements can be seen within a single training session and a later slower stage where further gains are achieved across multiple sessions of practice. Skill can be retained after a single or multiple training sessions. (B) The relative duration of fast and slow learning is highly task specific. For example, the fast stage of learning an explicit sequence of key-press movements could last minutes, while the fast stage of learning to play a complex musical piece may last months. Although the shape of the learning curves for these two different tasks could theoretically be the same, the time bases of the fast stages of learning may be substantially different. (C) Performance improvements during skill acquisition can occur during training (online learning) but also in between sessions, with no further practice (offline learning).

(A) Simulated learning curve, where performance improvements were defined in terms of speed. Thus, performance at time point t₂, shows clear improvements relative to performance at time point t₁. (B) Inspecting the task’s speed-accuracy response function reveals that these performance changes may reflect sampling of two points, along the same function, thus simply reflecting a switch from movements which are relatively slow but accurate to movements which are relatively fast but inaccurate. (C) A more reliable measure for skill acquisition may estimate whether learning was associated with a shift in the speed-accuracy responses, from the red to the blue function.

Schematic depiction of the major brain regions recruited during the initial stages of motor skill learning, as identified using fMRI and PET: dorsolateral prefrontal cortex (DLPFC), primary motor cortex (M1), premotor cortex (PM), supplementary motor area (SMA) and pre-supplementary motor area (preSMA), posterior parietal cortex (PPC), dorsomedial striatum (DMS) and posterior cerebellum. The arrows depict documented increases or decreases in activation associated with fast skill learning. Inflated cortical and cerebellar surfaces were rendered using CARET (http://brainmap.wustl.edu/caret).

Schematics of the major brain regions active in slow stages of motor skill learning, as identified using fMRI: primary motor cortex (M1), primary somatosensory cortex (S1) supplementary motor area (SMA), dorsolateral striatum (DLS) and lateral cerebellum. Arrows depict documented increases or decreases in activation. Inflated cortical and cerebellar surfaces were rendered using CARET (http://brainmap.wustl.edu/caret).