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Identifying Temporal Codes in Spontaneously Active Sensory Neurons

The manner in which information is encoded in neural signals is a major issue in Neuroscience. A common distinction is between rate codes, where information in neural responses is encoded as the number of spikes within a specified time frame (encoding window), and temporal codes, where the position...

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Detalles Bibliográficos
Autores principales: Neiman, Alexander B., Russell, David F., Rowe, Michael H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3210806/
https://www.ncbi.nlm.nih.gov/pubmed/22087303
http://dx.doi.org/10.1371/journal.pone.0027380
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author Neiman, Alexander B.
Russell, David F.
Rowe, Michael H.
author_facet Neiman, Alexander B.
Russell, David F.
Rowe, Michael H.
author_sort Neiman, Alexander B.
collection PubMed
description The manner in which information is encoded in neural signals is a major issue in Neuroscience. A common distinction is between rate codes, where information in neural responses is encoded as the number of spikes within a specified time frame (encoding window), and temporal codes, where the position of spikes within the encoding window carries some or all of the information about the stimulus. One test for the existence of a temporal code in neural responses is to add artificial time jitter to each spike in the response, and then assess whether or not information in the response has been degraded. If so, temporal encoding might be inferred, on the assumption that the jitter is small enough to alter the position, but not the number, of spikes within the encoding window. Here, the effects of artificial jitter on various spike train and information metrics were derived analytically, and this theory was validated using data from afferent neurons of the turtle vestibular and paddlefish electrosensory systems, and from model neurons. We demonstrate that the jitter procedure will degrade information content even when coding is known to be entirely by rate. For this and additional reasons, we conclude that the jitter procedure by itself is not sufficient to establish the presence of a temporal code.
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spelling pubmed-32108062011-11-15 Identifying Temporal Codes in Spontaneously Active Sensory Neurons Neiman, Alexander B. Russell, David F. Rowe, Michael H. PLoS One Research Article The manner in which information is encoded in neural signals is a major issue in Neuroscience. A common distinction is between rate codes, where information in neural responses is encoded as the number of spikes within a specified time frame (encoding window), and temporal codes, where the position of spikes within the encoding window carries some or all of the information about the stimulus. One test for the existence of a temporal code in neural responses is to add artificial time jitter to each spike in the response, and then assess whether or not information in the response has been degraded. If so, temporal encoding might be inferred, on the assumption that the jitter is small enough to alter the position, but not the number, of spikes within the encoding window. Here, the effects of artificial jitter on various spike train and information metrics were derived analytically, and this theory was validated using data from afferent neurons of the turtle vestibular and paddlefish electrosensory systems, and from model neurons. We demonstrate that the jitter procedure will degrade information content even when coding is known to be entirely by rate. For this and additional reasons, we conclude that the jitter procedure by itself is not sufficient to establish the presence of a temporal code. Public Library of Science 2011-11-08 /pmc/articles/PMC3210806/ /pubmed/22087303 http://dx.doi.org/10.1371/journal.pone.0027380 Text en Neiman et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Neiman, Alexander B.
Russell, David F.
Rowe, Michael H.
Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title_full Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title_fullStr Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title_full_unstemmed Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title_short Identifying Temporal Codes in Spontaneously Active Sensory Neurons
title_sort identifying temporal codes in spontaneously active sensory neurons
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3210806/
https://www.ncbi.nlm.nih.gov/pubmed/22087303
http://dx.doi.org/10.1371/journal.pone.0027380
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