Literature DB >> 32015771

Primal categories of neural polarity codes.

Yoram Baram1.   

Abstract

Neuronal membrane and synapse polarities have been attracting considerable interest in recent years. Certain functional roles for such polarities have been suggested, yet, they have largely remained a subject for speculation and debate. Here, we note that neural circuit polarity codes, defined as sets of polarity permutations, divide into primal-size circuit polarity subcodes, which, sharing certain connectivity attributes, are called categories. Two long-debated, seemingly competing paradigms of neuronal self-feedback, namely, axonal discharge and synaptic mediation, are shown to jointly define the distinction between these categories. However, as the second paradigm contains the first, it is mathematically sufficient for complete specification of all categories. The analysis of primal-size circuit polarity categories is found to reveal, explain and extend experimentally observed cortical information capacity values termed "magical numbers", associated with "working memory". While these have been previously argued on grounds of psychological experiments, here they are further supported on analytic grounds by the so-called Hebbian memory paradigm. The information dimensionality associated with these capacities is found to be a consequence of prime factorization of composite circuit polarity code sizes. Different categories of circuit polarity, identical in size and neuronal parameters, are shown to generate different firing rate dynamics. © Springer Nature B.V. 2019.

Keywords:  Cortical information capacity; Magical numbers in working memory; Neural polarity codes; Primal neural categories

Year:  2019        PMID: 32015771      PMCID: PMC6974011          DOI: 10.1007/s11571-019-09552-x

Source DB:  PubMed          Journal:  Cogn Neurodyn        ISSN: 1871-4080            Impact factor:   5.082


  28 in total

1.  Membrane potential and firing rate in cat primary visual cortex.

Authors:  M Carandini; D Ferster
Journal:  J Neurosci       Date:  2000-01-01       Impact factor: 6.167

2.  The magical number 4 in short-term memory: a reconsideration of mental storage capacity.

Authors:  N Cowan
Journal:  Behav Brain Sci       Date:  2001-02       Impact factor: 12.579

3.  The magical number seven plus or minus two: some limits on our capacity for processing information.

Authors:  G A MILLER
Journal:  Psychol Rev       Date:  1956-03       Impact factor: 8.934

Review 4.  Key regulators in neuronal polarity.

Authors:  Nariko Arimura; Kozo Kaibuchi
Journal:  Neuron       Date:  2005-12-22       Impact factor: 17.173

5.  Searching for Shereshevskii: what is superior about the memory of synaesthetes?

Authors:  Caroline Yaro; Jamie Ward
Journal:  Q J Exp Psychol (Hove)       Date:  2007-05       Impact factor: 2.143

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Authors: 
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Authors:  W S McCulloch; W Pitts
Journal:  Bull Math Biol       Date:  1990       Impact factor: 1.758

8.  Circuit Polarity Effect of Cortical Connectivity, Activity, and Memory.

Authors:  Yoram Baram
Journal:  Neural Comput       Date:  2018-09-14       Impact factor: 2.026

9.  The hippocampus as a spatial map. Preliminary evidence from unit activity in the freely-moving rat.

Authors:  J O'Keefe; J Dostrovsky
Journal:  Brain Res       Date:  1971-11       Impact factor: 3.252

10.  The mind of the mnemonists: an MEG and neuropsychological study of autistic memory savants.

Authors:  Nicola Neumann; Anna M Dubischar-Krivec; Christoph Braun; Andreas Löw; Fritz Poustka; Sven Bölte; Niels Birbaumer
Journal:  Behav Brain Res       Date:  2010-07-14       Impact factor: 3.332

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  1 in total

1.  Primal-size neural circuits in meta-periodic interaction.

Authors:  Yoram Baram
Journal:  Cogn Neurodyn       Date:  2020-07-01       Impact factor: 5.082

  1 in total

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