Literature DB >> 16764516

Temporal decoding by phase-locked loops: unique features of circuit-level implementations and their significance for vibrissal information processing.

Miriam Zacksenhouse1, Ehud Ahissar.   

Abstract

Rhythmic active touch, such as whisking, evokes a periodic reference spike train along which the timing of a novel stimulus, induced, for example, when the whiskers hit an external object, can be interpreted. Previous work supports the hypothesis that the whisking-induced spike train entrains a neural implementation of a phase-locked loop (NPLL) in the vibrissal system. Here we extend this work and explore how the entrained NPLL decodes the delay of the novel, contact-induced stimulus and facilitates object localization. We consider two implementations of NPLLs, which are based on a single neuron or a neural circuit, respectively, and evaluate the resulting temporal decoding capabilities. Depending on the structure of the NPLL, it can lock in either a phase- or co-phase-sensitive mode, which is sensitive to the timing of the input with respect to the beginning of either the current or the next cycle, respectively. The co-phase-sensitive mode is shown to be unique to circuit-based NPLLs. Concentrating on temporal decoding in the vibrissal system of rats, we conclude that both the nature of the information processing task and the response characteristics suggest that the computation is sensitive to the co-phase. Consequently, we suggest that the underlying thalamocortical loop should implement a circuit-based NPLL.

Entities:  

Mesh:

Year:  2006        PMID: 16764516     DOI: 10.1162/neco.2006.18.7.1611

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  7 in total

1.  Computational role of large receptive fields in the primary somatosensory cortex.

Authors:  Guglielmo Foffani; John K Chapin; Karen A Moxon
Journal:  J Neurophysiol       Date:  2008-04-09       Impact factor: 2.714

2.  Differential response patterns in the si barrel and septal compartments during mechanical whisker stimulation.

Authors:  Shubhodeep Chakrabarti; Kevin D Alloway
Journal:  J Neurophysiol       Date:  2009-06-17       Impact factor: 2.714

3.  MI neuronal responses to peripheral whisker stimulation: relationship to neuronal activity in si barrels and septa.

Authors:  Shubhodeep Chakrabarti; Mengliang Zhang; Kevin D Alloway
Journal:  J Neurophysiol       Date:  2008-04-30       Impact factor: 2.714

Review 4.  Phase-resetting as a tool of information transmission.

Authors:  Carmen C Canavier
Journal:  Curr Opin Neurobiol       Date:  2014-12-17       Impact factor: 6.627

5.  Nonlinear phase-phase cross-frequency coupling mediates communication between distant sites in human neocortex.

Authors:  Felix Darvas; Kai J Miller; Rajesh P N Rao; Jeffrey G Ojemann
Journal:  J Neurosci       Date:  2009-01-14       Impact factor: 6.167

6.  Seeing via Miniature Eye Movements: A Dynamic Hypothesis for Vision.

Authors:  Ehud Ahissar; Amos Arieli
Journal:  Front Comput Neurosci       Date:  2012-11-08       Impact factor: 2.380

7.  Linking speech perception and neurophysiology: speech decoding guided by cascaded oscillators locked to the input rhythm.

Authors:  Oded Ghitza
Journal:  Front Psychol       Date:  2011-06-27
  7 in total

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