Literature DB >> 27543118

Sequential Pattern Formation in the Cerebellar Granular Layer.

Peter Bratby1, James Sneyd2, John Montgomery3.   

Abstract

Here, we introduce a novel mechanism for temporal recoding by the cerebellar granular layer based on three key properties: the granule cell-Golgi cell inhibitory feedback loop, bursting behaviour of granule cells and the large ratio of granule cells to Golgi cells. We propose that mutual inhibition of granule cells, mediated by Golgi cell feedback inhibition, prevents simultaneous activation. Granule cells are differentiated by firing threshold, resulting in sequential bursts of spikes. We demonstrate the plausibility of the mechanism through a computational simulation of a firing rate model, and further examine its robustness by developing a spiking model incorporating realistic postsynaptic potentials.

Keywords:  Adaptive filter; Cerebellum; Computational simulation; Granular layer; Neural network; Sequential winner-take-all

Mesh:

Year:  2017        PMID: 27543118     DOI: 10.1007/s12311-016-0820-y

Source DB:  PubMed          Journal:  Cerebellum        ISSN: 1473-4222            Impact factor:   3.847


  32 in total

1.  Theta-frequency bursting and resonance in cerebellar granule cells: experimental evidence and modeling of a slow k+-dependent mechanism.

Authors:  E D'Angelo; T Nieus; A Maffei; S Armano; P Rossi; V Taglietti; A Fontana; G Naldi
Journal:  J Neurosci       Date:  2001-02-01       Impact factor: 6.167

2.  Timing mechanisms in the cerebellum: testing predictions of a large-scale computer simulation.

Authors:  J F Medina; K S Garcia; W L Nores; N M Taylor; M D Mauk
Journal:  J Neurosci       Date:  2000-07-15       Impact factor: 6.167

3.  Computational Architecture of the Granular Layer of Cerebellum-Like Structures.

Authors:  Peter Bratby; James Sneyd; John Montgomery
Journal:  Cerebellum       Date:  2017-02       Impact factor: 3.847

Review 4.  Spike timing-dependent plasticity: a Hebbian learning rule.

Authors:  Natalia Caporale; Yang Dan
Journal:  Annu Rev Neurosci       Date:  2008       Impact factor: 12.449

Review 5.  Calcium-activated potassium channels.

Authors:  C Vergara; R Latorre; N V Marrion; J P Adelman
Journal:  Curr Opin Neurobiol       Date:  1998-06       Impact factor: 6.627

6.  Synchronization of golgi and granule cell firing in a detailed network model of the cerebellar granule cell layer.

Authors:  R Maex; E De Schutter
Journal:  J Neurophysiol       Date:  1998-11       Impact factor: 2.714

7.  Adaptively timed conditioned responses and the cerebellum: a neural network approach.

Authors:  J W Moore; J E Desmond; N E Berthier
Journal:  Biol Cybern       Date:  1989       Impact factor: 2.086

8.  Adaptive filters and internal models: multilevel description of cerebellar function.

Authors:  John Porrill; Paul Dean; Sean R Anderson
Journal:  Neural Netw       Date:  2012-12-28

9.  A temporal basis for predicting the sensory consequences of motor commands in an electric fish.

Authors:  Ann Kennedy; Greg Wayne; Patrick Kaifosh; Karina Alviña; L F Abbott; Nathaniel B Sawtell
Journal:  Nat Neurosci       Date:  2014-02-16       Impact factor: 24.884

10.  High frequency burst firing of granule cells ensures transmission at the parallel fiber to purkinje cell synapse at the cost of temporal coding.

Authors:  Boeke J van Beugen; Zhenyu Gao; Henk-Jan Boele; Freek Hoebeek; Chris I De Zeeuw
Journal:  Front Neural Circuits       Date:  2013-05-21       Impact factor: 3.492

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