Literature DB >> 16899641

Network architecture, receptive fields, and neuromodulation: computational and functional implications of cholinergic modulation in primary auditory cortex.

Gabriel Soto1, Nancy Kopell, Kamal Sen.   

Abstract

Two fundamental issues in auditory cortical processing are the relative importance of thalamocortical versus intracortical circuits in shaping response properties in primary auditory cortex (ACx), and how the effects of neuromodulators on these circuits affect dynamic changes in network and receptive field properties that enhance signal processing and adaptive behavior. To investigate these issues, we developed a computational model of layers III and IV (LIII/IV) of AI, constrained by anatomical and physiological data. We focus on how the local and global cortical architecture shape receptive fields (RFs) of cortical cells and on how different well-established cholinergic effects on the cortical network reshape frequency-tuning properties of cells in ACx. We identify key thalamocortical and intracortical circuits that strongly affect tuning curves of model cortical neurons and are also sensitive to cholinergic modulation. We then study how differential cholinergic modulation of network parameters change the tuning properties of our model cells and propose two different mechanisms: one intracortical (involving muscarinic receptors) and one thalamocortical (involving nicotinic receptors), which may be involved in rapid plasticity in ACx, as recently reported in a study by Fritz and coworkers.

Mesh:

Substances:

Year:  2006        PMID: 16899641     DOI: 10.1152/jn.00459.2006

Source DB:  PubMed          Journal:  J Neurophysiol        ISSN: 0022-3077            Impact factor:   2.714


  11 in total

1.  After-hyperpolarization currents and acetylcholine control sigmoid transfer functions in a spiking cortical model.

Authors:  Jesse Palma; Massimiliano Versace; Stephen Grossberg
Journal:  J Comput Neurosci       Date:  2011-07-21       Impact factor: 1.621

2.  Linking the response properties of cells in auditory cortex with network architecture: cotuning versus lateral inhibition.

Authors:  Jaime de la Rocha; Cristina Marchetti; Max Schiff; Alex D Reyes
Journal:  J Neurosci       Date:  2008-09-10       Impact factor: 6.167

3.  A simple model of cortical dynamics explains variability and state dependence of sensory responses in urethane-anesthetized auditory cortex.

Authors:  Carina Curto; Shuzo Sakata; Stephan Marguet; Vladimir Itskov; Kenneth D Harris
Journal:  J Neurosci       Date:  2009-08-26       Impact factor: 6.167

4.  A computational model of rapid task-related plasticity of auditory cortical receptive fields.

Authors:  Nima Mesgarani; Jonathan Fritz; Shihab Shamma
Journal:  J Comput Neurosci       Date:  2009-08-27       Impact factor: 1.621

5.  Nicotinic modulation of tone-evoked responses in auditory cortex reflects the strength of prior auditory learning.

Authors:  Kevin Liang; Bonnie Sue Poytress; Norman M Weinberger; Raju Metherate
Journal:  Neurobiol Learn Mem       Date:  2008-04-18       Impact factor: 2.877

6.  Persistence and storage of activity patterns in spiking recurrent cortical networks: modulation of sigmoid signals by after-hyperpolarization currents and acetylcholine.

Authors:  Jesse Palma; Stephen Grossberg; Massimiliano Versace
Journal:  Front Comput Neurosci       Date:  2012-06-29       Impact factor: 2.380

7.  Computational Neural Modeling of Auditory Cortical Receptive Fields.

Authors:  Jordan D Chambers; Diego Elgueda; Jonathan B Fritz; Shihab A Shamma; Anthony N Burkitt; David B Grayden
Journal:  Front Comput Neurosci       Date:  2019-05-24       Impact factor: 2.380

8.  Cortical gamma rhythms modulate NMDAR-mediated spike timing dependent plasticity in a biophysical model.

Authors:  Shane Lee; Kamal Sen; Nancy Kopell
Journal:  PLoS Comput Biol       Date:  2009-12-11       Impact factor: 4.475

9.  Nicotine, Auditory Sensory Memory, and sustained Attention in a Human Ketamine Model of Schizophrenia: Moderating Influence of a Hallucinatory Trait.

Authors:  Verner Knott; Dhrasti Shah; Anne Millar; Judy McIntosh; Derek Fisher; Crystal Blais; Vadim Ilivitsky
Journal:  Front Pharmacol       Date:  2012-09-28       Impact factor: 5.810

10.  Processing of sounds by population spikes in a model of primary auditory cortex.

Authors:  Alex Loebel; Israel Nelken; Misha Tsodyks
Journal:  Front Neurosci       Date:  2007-10-15       Impact factor: 4.677

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.