4.1 Article

Thalamocortical transformations of periodic stimuli: the effect of stimulus velocity and synaptic short-term depression in the vibrissa-barrel system

期刊

JOURNAL OF COMPUTATIONAL NEUROSCIENCE
卷 25, 期 1, 页码 122-140

出版社

SPRINGER
DOI: 10.1007/s10827-007-0068-0

关键词

thalamus; barrel; vibrissa velocity; short-term depression; integrate-and-fire neuron; firing rate; membrane passive properties

向作者/读者索取更多资源

Recent works on the response of barrel neurons to periodic deflections of the rat vibrissae have shown that the stimulus velocity is encoded in the corti cal spike rate (Pinto et al., Journal of Neurophysiology, 83(3), 1158-1166, 2000; Arabzadeh et al., Journal of Neuroscience, 23(27), 9146-9154, 2003). Other studies have reported that repetitive pulse stimulation produces band-pass filtering of the barrel response rate centered around 7-10 Hz (Garabedian et al., Journal of Neurophysiology, 90, 1379-1391, 2003) whereas sinusoidal stimulation gives an increasing rate up to 350 Hz (Arabzadeh et al., Journal of Neuroscience, 23(27), 9146-9154, 2003). To explore the mechanisms underlying these results we propose a simple computational model consisting in an ensemble of cells in the ventro-posterior medial thalamic nucleus (VPm) encoding the stimulus velocity in the temporal profile of their response, connected to a single barrel cell through synapses showing short-term depression. With sinusoidal stimulation, encoding the velocity in VPm facilitates the response as the stimulus frequency increases and it causes the velocity to be encoded in the cortical rate in the frequency range 20-100 Hz. Synaptic depression does not suppress the response with sinusoidal stimulation but it produces a band-pass behavior using repetitive pulses. We also found that the passive properties of the cell membrane eventually suppress the response to sinusoidal stimulation at high frequencies, something not observed experimentally. We argue that network effects not included here must be important in sustaining the response at those frequencies.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.1
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Multidisciplinary Sciences

Stochastic transitions into silence cause noise correlations in cortical circuits

Gabriela Mochol, Ainhoa Hermoso-Mendizabal, Shuzo Sakata, Kenneth D. Harris, Jaime de la Rocha

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)

Article Multidisciplinary Sciences

Sensory integration dynamics in a hierarchical network explains choice probabilities in cortical area MT

Klaus Wimmer, Albert Compte, Alex Roxin, Diogo Peixoto, Alfonso Renart, Jaime de la Rocha

NATURE COMMUNICATIONS (2015)

Article Biology

UP-DOWN cortical dynamics reflect state transitions in a bistable network

Daniel Jercog, Alex Roxin, Peter Bertho, Artur Luczak, Albert Compte, Jaime de la Rocha

Article Audiology & Speech-Language Pathology

How do neurons work together? Lessons from auditory cortex

Kenneth D. Harris, Peter Bartho, Paul Chadderton, Carina Curto, Jaime de la Rocha, Liad Hollender, Vladimir Itskov, Artur Luczak, Stephan L. Marguet, Alfonso Renart, Shuzo Sakata

HEARING RESEARCH (2011)

Article Neurosciences

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

Jaime de la Rocha, Cristina Marchetti, Max Schiff, Alex D. Reyes

JOURNAL OF NEUROSCIENCE (2008)

Article Computer Science, Artificial Intelligence

Stimulus-Dependent Correlations and Population Codes

Kresimir Josic, Eric Shea-Brown, Brent Doiron, Jaime de la Rocha

NEURAL COMPUTATION (2009)

Article Physics, Multidisciplinary

Correlation and synchrony transfer in integrate-and-fire neurons: Basic properties and consequences for coding

Eric Shea-Brown, Kresimir Josic, Jaime de la Rocha, Brent Doiron

PHYSICAL REVIEW LETTERS (2008)

Article Multidisciplinary Sciences

The Asynchronous State in Cortical Circuits

Alfonso Renart, Jaime de la Rocha, Peter Bartho, Liad Hollender, Nestor Parga, Alex Reyes, Kenneth D. Harris

SCIENCE (2010)

Article Multidisciplinary Sciences

Response outcomes gate the impact of expectations on perceptual decisions

Ainhoa Hermoso-Mendizabal, Alexandre Hyafil, Pavel E. Rueda-Orozco, Santiago Jaramillo, David Robbe, Jaime de la Rocha

NATURE COMMUNICATIONS (2020)

Article Biology

Cortical state transitions and stimulus response evolve along stiff and sloppy parameter dimensions, respectively

Adrian Ponce-Alvarez, Gabriela Mochol, Ainhoa Hermoso-Mendizabal, Jaime de la Rocha, Gustavo Deco

Correction Multidisciplinary Sciences

Response outcomes gate the impact of expectations on perceptual decisions (vol 11, 1057, 2020)

Ainhoa Hermoso-Mendizabal, Alexandre Hyafil, Pavel E. Rueda-Orozco, Santiago Jaramillo, David Robbe, Jaime de la Rocha

NATURE COMMUNICATIONS (2020)

Article Multidisciplinary Sciences

Flexible categorization in perceptual decision making

Genis Prat-Ortega, Klaus Wimmer, Alex Roxin, Jaime de la Rocha

Summary: The attractor network model demonstrates a novel flexible categorization regime that allows reversals of initial incorrect categorizations, leading to a non-monotonic psychometric curve.

NATURE COMMUNICATIONS (2021)

Article Multidisciplinary Sciences

Proactive and reactive accumulation-to-bound processes compete during perceptual decisions

Lluis Hernandez-Navarro, Ainhoa Hermoso-Mendizabal, Daniel Duque, Jaime de la Rocha, Alexandre Hyafil

Summary: The study demonstrates that reactive and proactive responses coexist in rats' auditory tasks, indicating a separation between choice selection and motor initiation. A novel model suggests that proactive and reactive responses are triggered when either Action Initiation or Evidence Accumulation reaches a bound. This challenges traditional models by showing that proactive and reactive processes compete for response generation.

NATURE COMMUNICATIONS (2021)

Article Biology

Temporal integration is a robust feature of perceptual decisions

Alexandre Hyafil, Jaime de la Rocha, Cristina Pericas, Leor N. Katz, Alexander C. Huk, Jonathan W. Pillow

Summary: This study compared temporal integration against non-integration strategies and found that temporal integration is a common feature in perceptual decision-making tasks. Evidence from behavioral data and statistical analysis supported the existence of temporal integration.
暂无数据