The purpose of this study was to examine the neural activity underlyin
g an implicit motor learning task. In particular, our goals were to de
termine whether initial phases of procedural learning of a motor task
involve areas of the brain distinct from those involved in later phase
s of learning the task, and what changes in neural activity coincide w
ith performance improvement. We describe a novel integration of roboti
c technology with functional brain imaging and its use in this study o
f implicit motor learning. A portable robotic device was used to gener
ate forces that disturbed the subjects' arm movements, thereby generat
ing a ''virtual mechanical environment'' that the subjects learned to
manipulate. Positron emission tomography (PET) was used to measure ind
ices of neural activity underlying learning of the motor task. Eight h
ealthy, right-handed male subjects participated in the study. Results
support the hypothesis that different stages of implicit learning (ear
ly and late implicit learning) occur in an orderly fashion, and that d
istinct neural structures may be involved in these different stages. I
n particular, neuroimaging results indicate that the cortico-striatal
loop may play a significant role during early learning, and that the c
ortico-cerebellar loop may play a significant role during late learnin
g. (C) 1998 Wiley-Liss, Inc.