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通过滤波反投影快速绘制视觉感受野:在多神经元电生理学和成像中的应用。

Rapid mapping of visual receptive fields by filtered back projection: application to multi-neuronal electrophysiology and imaging.

作者信息

Johnston Jamie, Ding Huayu, Seibel Sofie H, Esposti Federico, Lagnado Leon

机构信息

MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge, CB2 0QH, UK Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, BN1 9QG, UK.

MRC Laboratory of Molecular Biology, Francis Crick Avenue, Cambridge, CB2 0QH, UK.

出版信息

J Physiol. 2014 Nov 15;592(22):4839-54. doi: 10.1113/jphysiol.2014.276642. Epub 2014 Aug 28.

Abstract

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.

摘要

视觉系统中的神经元其感受野(RFs)的时空特性差异很大,理解这些差异是阐明视觉信息如何处理的关键。我们提出了一种基于滤波反投影(FBP)的感受野映射新方法,FBP是一种用于断层重建的算法。为了估计感受野,一系列光条以伪随机位置和至少五种方向在视网膜上闪烁。我们将此方法应用于视网膜神经元,并表明它可以准确恢复在多电极阵列上记录的神经节细胞的空间感受野和脉冲响应。我们还通过映射表达基因编码Ca(2+)指示剂的双极细胞突触阵列的感受野,证明了其在体内成像中的效用。我们发现FBP相对于常用的尖峰触发平均法(STA)具有几个优点:(i)感受野的开和关成分可以分离;(ii)脉冲响应可以以125Hz的采样率重建,而不是显示器的刷新率;(iii)FBP揭示了使用STA不明显的神经元的响应特性,包括那些显示方向选择性或低平均尖峰率放电的神经元;(iv)FBP方法速度快,可在4分钟内重建视野中所有双极细胞突触终端的感受野。FBP的使用将有益于采用电生理学或光学报告器来测量神经元群体活动的视觉系统研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2b7d/4259530/2bbfa96d159c/tjp0592-4839-f8.jpg

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