Encoding and processing of sensory information in neuronal spike trains
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چکیده
منابع مشابه
Encoding and processing of sensory information in neuronal spike trains
Recently, a statistical signal-processing technique has allowed the information carried by single spike trains of sensory neurons on time-varying stimuli to be characterized quantitatively in a variety of preparations. In weakly electric fish, its application to first-order sensory neurons encoding electric field amplitude (P-receptor afferents) showed that they convey accurate information on t...
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ABsTRAcr In a growing class of neurophysiological experiments, the train of impulses ("spikes") produced by a nerve cell is subjected to statistical treatment involving the time intervals between spikes. The statistical techniques available for the analysis of single spike trains are described and related to the underlying mathematical theory, that of stochastic point processes, i.e., of stocha...
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Kristen A. Richardson,1,2 Thomas T. Imhoff,1 Peter Grigg,3 and James J. Collins1,2,* 1Center for BioDynamics, Boston University, 44 Cummington Street, Boston, Massachusetts 02215 2Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, Massachusetts 02215 3Department of Physiology, University of Massachusetts Medical Center, Worcester, Massachusetts 01655 (Receive...
متن کاملAnalysis of Neuronal Spike Trains, Deconstructed
As information flows through the brain, neuronal firing progresses from encoding the world as sensed by the animal to driving the motor output of subsequent behavior. One of the more tractable goals of quantitative neuroscience is to develop predictive models that relate the sensory or motor streams with neuronal firing. Here we review and contrast analytical tools used to accomplish this task....
متن کاملPrimer: The deconstruction of neuronal spike trains
As information flows through the brain, neuronal firing progresses from encoding the world as sensed by the animal to driving the motor output of subsequent behavior. One of the more tractable goals of quantitative neuroscience is to develop predictive models that relate the sensory or motor streams with neuronal firing. Here we review and contrast analytical tools used to accomplish this task....
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ژورنال
عنوان ژورنال: Journal of Experimental Biology
سال: 1999
ISSN: 1477-9145,0022-0949
DOI: 10.1242/jeb.202.10.1267