Computational principles of supervised learning in the cerebellum

JL Raymond, JF Medina - Annual review of neuroscience, 2018 - annualreviews.org
Supervised learning plays a key role in the operation of many biological and artificial neural
networks. Analysis of the computations underlying supervised learning is facilitated by the …

Bidirectional learning in upbound and downbound microzones of the cerebellum

CI De Zeeuw - Nature Reviews Neuroscience, 2021 - nature.com
Over the past several decades, theories about cerebellar learning have evolved. A relatively
simple view that highlighted the contribution of one major form of heterosynaptic plasticity to …

Cerebellar modules and their role as operational cerebellar processing units

R Apps, R Hawkes, S Aoki, F Bengtsson, AM Brown… - The Cerebellum, 2018 - Springer
The compartmentalization of the cerebellum into modules is often used to discuss its
function. What, exactly, can be considered a module, how do they operate, can they be …

50 years since the Marr, Ito, and Albus models of the cerebellum

M Kawato, S Ohmae, H Hoang, T Sanger - Neuroscience, 2021 - Elsevier
Fifty years have passed since David Marr, Masao Ito, and James Albus proposed seminal
models of cerebellar functions. These models share the essential concept that parallel-fiber …

Purkinje cell-specific knockout of tyrosine hydroxylase impairs cognitive behaviors

TM Locke, H Fujita, A Hunker, SS Johanson… - Frontiers in cellular …, 2020 - frontiersin.org
Tyrosine hydroxylase (Th) expression has previously been reported in Purkinje cells (PCs)
of rodents and humans, but its role in the regulation of behavior is not understood …

Complex spike wars: a new hope

ML Streng, LS Popa, TJ Ebner - The Cerebellum, 2018 - Springer
The climbing fiber–Purkinje cell circuit is one of the most powerful and highly conserved in
the central nervous system. Climbing fibers exert a powerful excitatory action that results in a …

Climbing fibers provide graded error signals in cerebellar learning

Y Zang, E De Schutter - Frontiers in Systems Neuroscience, 2019 - frontiersin.org
The cerebellum plays a critical role in coordinating and learning complex movements.
Although its importance has been well recognized, the mechanisms of learning remain hotly …

Modular organization of cerebellar climbing fiber inputs during goal-directed behavior

S Tsutsumi, N Hidaka, Y Isomura, M Matsuzaki… - Elife, 2019 - elifesciences.org
The cerebellum has a parasagittal modular architecture characterized by precisely
organized climbing fiber (CF) projections that are congruent with alternating aldolase …

Complex spike synchrony dependent modulation of rat deep cerebellar nuclear activity

T Tang, TA Blenkinsop, EJ Lang - Elife, 2019 - elifesciences.org
The rules governing cerebellar output are not fully understood, but must involve Purkinje cell
(PC) activity, as PCs are the major input to deep cerebellar nuclear (DCN) cells (which form …

A revised computational neuroanatomy for motor control

S Haar, O Donchin - Journal of Cognitive Neuroscience, 2020 - ieeexplore.ieee.org
We discuss a new framework for understanding the structure of motor control. Our approach
integrates existing models of motor control with the reality of hierarchical cortical processing …