Fronto-cerebellar connectivity mediating cognitive processing speed

Clive H.Y. WONG, Jiao LIU, Tatia M.C. LEE, Jing TAO, Alex W.K. WONG, Bolton K.H. CHAU, Lidian CHEN, Che Hin Chetwyn CHAN

Research output: Contribution to journalArticlespeer-review

17 Citations (Scopus)


Processing speed is an important construct in understanding cognition. This study was aimed to control task specificity for understanding the neural mechanisms underlying cognitive processing speed. Forty young adult subjects performed attention tasks of two modalities (auditory and visual) and two levels of task rules (compatible and incompatible). Block-design fMRI captured BOLD signals during the tasks. Thirteen regions of interest were defined with reference to publicly available activation maps for processing speed tasks. Cognitive speed was derived from task reaction times, which yielded six sets of connectivity measures. Mixed-effect LASSO regression revealed six significant paths suggestive of a cerebello-frontal network predicting the cognitive speed. Among them, three are long range (two fronto-cerebellar, one cerebello-frontal), and three are short range (fronto-frontal, cerebello-cerebellar, and cerebello-thalamic). The long-range connections are likely to relate to cognitive control, and the short-range connections relate to rule-based stimulus-response processes. The revealed neural network suggests that automaticity, acting on the task rules and interplaying with effortful top–down attentional control, accounts for cognitive speed. Copyright © 2020 Published by Elsevier Inc.
Original languageEnglish
Article number117556
Early online dateNov 2020
Publication statusPublished - Feb 2021


Wong, C. H. Y., Liu, J., Lee, T. M. C., Tao, J., Wong, A. W. K., Chau, B. K. H., . . . Chan, C. C. H. (2021). Fronto-cerebellar connectivity mediating cognitive processing speed. Neuroimage, 226. Retrieved from


  • Processing speed
  • Individual differences
  • Connectivity
  • Medial frontal cortex
  • Cerebellum


Dive into the research topics of 'Fronto-cerebellar connectivity mediating cognitive processing speed'. Together they form a unique fingerprint.