Literature DB >> 30962383

Biased competition in the absence of input bias revealed through corticostriatal computation.

Salva Ardid1, Jason S Sherfey2,3, Michelle M McCarthy2, Joachim Hass2,4, Benjamin R Pittman-Polletta2, Nancy Kopell1.   

Abstract

Classical accounts of biased competition require an input bias to resolve the competition between neuronal ensembles driving downstream processing. However, flexible and reliable selection of behaviorally relevant ensembles can occur with unbiased stimulation: striatal D1 and D2 spiny projection neurons (SPNs) receive balanced cortical input, yet their activity determines the choice between GO and NO-GO pathways in the basal ganglia. We here present a corticostriatal model identifying three mechanisms that rely on physiological asymmetries to effect rate- and time-coded biased competition in the presence of balanced inputs. First, tonic input strength determines which one of the two SPN phenotypes exhibits a higher mean firing rate. Second, low-strength oscillatory inputs induce higher firing rate in D2 SPNs but higher coherence between D1 SPNs. Third, high-strength inputs oscillating at distinct frequencies can preferentially activate D1 or D2 SPN populations. Of these mechanisms, only the latter accommodates observed rhythmic activity supporting rule-based decision making in prefrontal cortex.

Keywords:  brain rhythms; neural circuit modeling; prefrontal cortex; rule-based decisions; spiny projection neurons

Year:  2019        PMID: 30962383      PMCID: PMC6486766          DOI: 10.1073/pnas.1812535116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  37 in total

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6.  Neurodynamics of biased competition and cooperation for attention: a model with spiking neurons.

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9.  An integrated microcircuit model of attentional processing in the neocortex.

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10.  Prefrontal cortex and flexible cognitive control: rules without symbols.

Authors:  Nicolas P Rougier; David C Noelle; Todd S Braver; Jonathan D Cohen; Randall C O'Reilly
Journal:  Proc Natl Acad Sci U S A       Date:  2005-05-09       Impact factor: 11.205

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3.  Threat Prediction from Schemas as a Source of Bias in Pain Perception.

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Journal:  Nat Commun       Date:  2021-01-13       Impact factor: 14.919

5.  Bi-directional regulation of cognitive control by distinct prefrontal cortical output neurons to thalamus and striatum.

Authors:  Sybren F de Kloet; Bastiaan Bruinsma; Huub Terra; Tim S Heistek; Emma M J Passchier; Alexandra R van den Berg; Antonio Luchicchi; Rogier Min; Tommy Pattij; Huibert D Mansvelder
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6.  A biophysical model of striatal microcircuits suggests gamma and beta oscillations interleaved at delta/theta frequencies mediate periodicity in motor control.

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  6 in total

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