Literature DB >> 26146940

Noise promotes independent control of gamma oscillations and grid firing within recurrent attractor networks.

Lukas Solanka1, Mark C W van Rossum2, Matthew F Nolan1.   

Abstract

Neural computations underlying cognitive functions require calibration of the strength of excitatory and inhibitory synaptic connections and are associated with modulation of gamma frequency oscillations in network activity. However, principles relating gamma oscillations, synaptic strength and circuit computations are unclear. We address this in attractor network models that account for grid firing and theta-nested gamma oscillations in the medial entorhinal cortex. We show that moderate intrinsic noise massively increases the range of synaptic strengths supporting gamma oscillations and grid computation. With moderate noise, variation in excitatory or inhibitory synaptic strength tunes the amplitude and frequency of gamma activity without disrupting grid firing. This beneficial role for noise results from disruption of epileptic-like network states. Thus, moderate noise promotes independent control of multiplexed firing rate- and gamma-based computational mechanisms. Our results have implications for tuning of normal circuit function and for disorders associated with changes in gamma oscillations and synaptic strength.

Entities:  

Keywords:  attractor network; cognition; computational biology; entorhinal cortex; inhibition; neuroscience; none; oscillation; synapse; systems biology

Mesh:

Year:  2015        PMID: 26146940      PMCID: PMC4508578          DOI: 10.7554/eLife.06444

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  52 in total

1.  Stability of the memory of eye position in a recurrent network of conductance-based model neurons.

Authors:  H S Seung; D D Lee; B Y Reis; D W Tank
Journal:  Neuron       Date:  2000-04       Impact factor: 17.173

2.  Laminar differences in recurrent excitatory transmission in the rat entorhinal cortex in vitro.

Authors:  A Dhillon; R S Jones
Journal:  Neuroscience       Date:  2000       Impact factor: 3.590

3.  Barrages of synaptic activity control the gain and sensitivity of cortical neurons.

Authors:  Yousheng Shu; Andrea Hasenstaub; Mathilde Badoual; Thierry Bal; David A McCormick
Journal:  J Neurosci       Date:  2003-11-12       Impact factor: 6.167

4.  Time-interval sequences in bistable systems and the noise-induced transmission of information by sensory neurons.

Authors: 
Journal:  Phys Rev Lett       Date:  1991-07-29       Impact factor: 9.161

5.  A spin glass model of path integration in rat medial entorhinal cortex.

Authors:  Mark C Fuhs; David S Touretzky
Journal:  J Neurosci       Date:  2006-04-19       Impact factor: 6.167

6.  Cellular mechanisms of spatial navigation in the medial entorhinal cortex.

Authors:  Christoph Schmidt-Hieber; Michael Häusser
Journal:  Nat Neurosci       Date:  2013-02-10       Impact factor: 24.884

Review 7.  Noise, neural codes and cortical organization.

Authors:  M N Shadlen; W T Newsome
Journal:  Curr Opin Neurobiol       Date:  1994-08       Impact factor: 6.627

Review 8.  GABAergic mechanisms in epilepsy.

Authors:  D M Treiman
Journal:  Epilepsia       Date:  2001       Impact factor: 5.864

9.  Gamma oscillations in the entorhinal cortex of the freely behaving rat.

Authors:  J J Chrobak; G Buzsáki
Journal:  J Neurosci       Date:  1998-01-01       Impact factor: 6.167

Review 10.  Neuromodulation of neuronal circuits: back to the future.

Authors:  Eve Marder
Journal:  Neuron       Date:  2012-10-04       Impact factor: 17.173

View more
  8 in total

1.  Modeling the differentiation of A- and C-type baroreceptor firing patterns.

Authors:  Jacob Sturdy; Johnny T Ottesen; Mette S Olufsen
Journal:  J Comput Neurosci       Date:  2016-10-05       Impact factor: 1.621

2.  Neural mechanisms for spatial computation.

Authors:  Matthew F Nolan
Journal:  J Physiol       Date:  2016-11-15       Impact factor: 5.182

Review 3.  Continuous attractor network models of grid cell firing based on excitatory-inhibitory interactions.

Authors:  Oliver Shipston-Sharman; Lukas Solanka; Matthew F Nolan
Journal:  J Physiol       Date:  2016-02-24       Impact factor: 5.182

4.  Anatomical and Electrophysiological Clustering of Superficial Medial Entorhinal Cortex Interneurons.

Authors:  Joan José Martínez; Bahar Rahsepar; John A White
Journal:  eNeuro       Date:  2017-10-16

5.  Layer-Specific Organization of Local Excitatory and Inhibitory Synaptic Connectivity in the Rat Presubiculum.

Authors:  Yangfan Peng; Federico J Barreda Tomás; Constantin Klisch; Imre Vida; Jörg R P Geiger
Journal:  Cereb Cortex       Date:  2017-04-01       Impact factor: 5.357

6.  Control of clustered action potential firing in a mathematical model of entorhinal cortex stellate cells.

Authors:  Luke Tait; Kyle Wedgwood; Krasimira Tsaneva-Atanasova; Jon T Brown; Marc Goodfellow
Journal:  J Theor Biol       Date:  2018-04-11       Impact factor: 2.691

7.  Stellate Cells in the Medial Entorhinal Cortex Are Required for Spatial Learning.

Authors:  Sarah A Tennant; Lukas Fischer; Derek L F Garden; Klára Zsófia Gerlei; Cristina Martinez-Gonzalez; Christina McClure; Emma R Wood; Matthew F Nolan
Journal:  Cell Rep       Date:  2018-01-30       Impact factor: 9.423

Review 8.  Microcircuits for spatial coding in the medial entorhinal cortex.

Authors:  John J Tukker; Prateep Beed; Michael Brecht; Richard Kempter; Edvard I Moser; Dietmar Schmitz
Journal:  Physiol Rev       Date:  2021-07-13       Impact factor: 37.312

  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.