Literature DB >> 24730883

Stochastic resonance in an intracellular genetic perceptron.

Russell Bates1, Oleg Blyuss2, Alexey Zaikin3.   

Abstract

Intracellular genetic networks are more intelligent than was first assumed due to their ability to learn. One of the manifestations of this intelligence is the ability to learn associations of two stimuli within gene-regulating circuitry: Hebbian-type learning within the cellular life. However, gene expression is an intrinsically noisy process; hence, we investigate the effect of intrinsic and extrinsic noise on this kind of intracellular intelligence. We report a stochastic resonance in an intracellular associative genetic perceptron, a noise-induced phenomenon, which manifests itself in noise-induced increase of response in efficiency after the learning event under the conditions of optimal stochasticity.

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Year:  2014        PMID: 24730883     DOI: 10.1103/PhysRevE.89.032716

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

1.  Stochastic resonances in a distributed genetic broadcasting system: the NFκB/IκB paradigm.

Authors:  Zhipeng Wang; Davit A Potoyan; Peter G Wolynes
Journal:  J R Soc Interface       Date:  2018-01       Impact factor: 4.118

2.  Effect of noise in intelligent cellular decision making.

Authors:  Russell Bates; Oleg Blyuss; Ahmed Alsaedi; Alexey Zaikin
Journal:  PLoS One       Date:  2015-05-12       Impact factor: 3.240

3.  Combining a Toggle Switch and a Repressilator within the AC-DC Circuit Generates Distinct Dynamical Behaviors.

Authors:  Ruben Perez-Carrasco; Chris P Barnes; Yolanda Schaerli; Mark Isalan; James Briscoe; Karen M Page
Journal:  Cell Syst       Date:  2018-03-21       Impact factor: 10.304

4.  Multi-Frequency Signal Detection Based on Frequency Exchange and Re-Scaling Stochastic Resonance and Its Application to Weak Fault Diagnosis.

Authors:  Jinjun Liu; Yonggang Leng; Zhihui Lai; Shengbo Fan
Journal:  Sensors (Basel)       Date:  2018-04-25       Impact factor: 3.576

  4 in total

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