Neural Substrates Related to Motor Memory with Multiple Timescales in Sensorimotor Adaptation

• DOI: 10.1371/journal.pbio.1002312
• Publication Date: 2015-12-09T07:38:18Z
• Authors: Sungshin Kim; Kenji Ogawa; Jinchi Lv; Nicolas Schweighofer; Hiroshi Imamizu
• Keywords: Adult; Male; Memory, Long-Term; QH301-705.5; Models, Neurological; Functional Laterality; Young Adult; 03 medical and health sciences; 0302 clinical medicine; Parietal Lobe; Humans; Biology (General); Neurons; Brain Mapping; Middle Aged; Adaptation, Physiological; Magnetic Resonance Imaging; Kinetics; Memory, Short-Term; Cerebellar Nuclei; Multivariate Analysis; Female; Sensorimotor Cortex; Psychomotor Performance; Research Article

Recent computational and behavioral studies suggest that motor adaptation results from the update of multiple memories with different timescales. Here, we designed a model-based functional magnetic resonance imaging (fMRI) experiment in which subjects adapted to two opposing visuomotor rotations. A computational model of motor adaptation with multiple memories was fitted to the behavioral data to generate time-varying regressors of brain activity. We identified regional specificity to timescales: in particular, the activity in the inferior parietal region and in the anterior-medial cerebellum was associated with memories for intermediate and long timescales, respectively. A sparse singular value decomposition analysis of variability in specificities to timescales over the brain identified four components, two fast, one middle, and one slow, each associated with different brain networks. Finally, a multivariate decoding analysis showed that activity patterns in the anterior-medial cerebellum progressively represented the two rotations. Our results support the existence of brain regions associated with multiple timescales in adaptation and a role of the cerebellum in storing multiple internal models.