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Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging
Neurons in the visual system vary widely in the spatiotemporal properties of their receptive fields (RFs), and understanding these variations is key to elucidating how visual information is processed. We present a new approach for mapping RFs based on the filtered back projection (FBP), an algorithm...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BlackWell Publishing Ltd
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4259530/ https://www.ncbi.nlm.nih.gov/pubmed/25172952 http://dx.doi.org/10.1113/jphysiol.2014.276642 |
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author | Johnston, Jamie Ding, Huayu Seibel, Sofie H Esposti, Federico Lagnado, Leon |
author_facet | Johnston, Jamie Ding, Huayu Seibel, Sofie H Esposti, Federico Lagnado, Leon |
author_sort | Johnston, Jamie |
collection | PubMed |
description | Neurons in the visual system vary widely in the spatiotemporal properties of their receptive fields (RFs), and understanding these variations is key to elucidating how visual information is processed. We present a new approach for mapping RFs based on the filtered back projection (FBP), an algorithm used for tomographic reconstructions. To estimate RFs, a series of bars were flashed across the retina at pseudo-random positions and at a minimum of five orientations. We apply this method to retinal neurons and show that it can accurately recover the spatial RF and impulse response of ganglion cells recorded on a multi-electrode array. We also demonstrate its utility for in vivo imaging by mapping the RFs of an array of bipolar cell synapses expressing a genetically encoded Ca(2+) indicator. We find that FBP offers several advantages over the commonly used spike-triggered average (STA): (i) ON and OFF components of a RF can be separated; (ii) the impulse response can be reconstructed at sample rates of 125 Hz, rather than the refresh rate of a monitor; (iii) FBP reveals the response properties of neurons that are not evident using STA, including those that display orientation selectivity, or fire at low mean spike rates; and (iv) the FBP method is fast, allowing the RFs of all the bipolar cell synaptic terminals in a field of view to be reconstructed in under 4 min. Use of the FBP will benefit investigations of the visual system that employ electrophysiology or optical reporters to measure activity across populations of neurons. |
format | Online Article Text |
id | pubmed-4259530 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BlackWell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-42595302015-01-06 Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging Johnston, Jamie Ding, Huayu Seibel, Sofie H Esposti, Federico Lagnado, Leon J Physiol Techniques for Physiology Neurons in the visual system vary widely in the spatiotemporal properties of their receptive fields (RFs), and understanding these variations is key to elucidating how visual information is processed. We present a new approach for mapping RFs based on the filtered back projection (FBP), an algorithm used for tomographic reconstructions. To estimate RFs, a series of bars were flashed across the retina at pseudo-random positions and at a minimum of five orientations. We apply this method to retinal neurons and show that it can accurately recover the spatial RF and impulse response of ganglion cells recorded on a multi-electrode array. We also demonstrate its utility for in vivo imaging by mapping the RFs of an array of bipolar cell synapses expressing a genetically encoded Ca(2+) indicator. We find that FBP offers several advantages over the commonly used spike-triggered average (STA): (i) ON and OFF components of a RF can be separated; (ii) the impulse response can be reconstructed at sample rates of 125 Hz, rather than the refresh rate of a monitor; (iii) FBP reveals the response properties of neurons that are not evident using STA, including those that display orientation selectivity, or fire at low mean spike rates; and (iv) the FBP method is fast, allowing the RFs of all the bipolar cell synaptic terminals in a field of view to be reconstructed in under 4 min. Use of the FBP will benefit investigations of the visual system that employ electrophysiology or optical reporters to measure activity across populations of neurons. BlackWell Publishing Ltd 2014-11-15 2014-09-29 /pmc/articles/PMC4259530/ /pubmed/25172952 http://dx.doi.org/10.1113/jphysiol.2014.276642 Text en © 2014 The Authors. The Journal of Physiology published by John Wiley & Sons Ltd on behalf of The Physiological Society. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Techniques for Physiology Johnston, Jamie Ding, Huayu Seibel, Sofie H Esposti, Federico Lagnado, Leon Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title | Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title_full | Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title_fullStr | Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title_full_unstemmed | Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title_short | Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
title_sort | rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging |
topic | Techniques for Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4259530/ https://www.ncbi.nlm.nih.gov/pubmed/25172952 http://dx.doi.org/10.1113/jphysiol.2014.276642 |
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