• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

在曲面上看到直线:单个颞下回神经元实现模式与表面的解耦

Seeing a straight line on a curved surface: decoupling of patterns from surfaces by single IT neurons.

作者信息

Ratan Murty N Apurva, Arun S P

机构信息

Centre for Neuroscience, Indian Institute of Science, Bangalore, India.

Centre for Neuroscience, Indian Institute of Science, Bangalore, India

出版信息

J Neurophysiol. 2017 Jan 1;117(1):104-116. doi: 10.1152/jn.00551.2016. Epub 2016 Oct 12.

DOI:10.1152/jn.00551.2016
PMID:27733595
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5209550/
Abstract

UNLABELLED

We have no difficulty seeing a straight line drawn on a paper even when the paper is bent, but this inference is in fact nontrivial. Doing so requires either matching local features or representing the pattern after factoring out the surface shape. Here we show that single neurons in the monkey inferior temporal (IT) cortex show invariant responses to patterns across rigid and nonrigid changes of surfaces. We recorded neuronal responses to stimuli in which the pattern and the surrounding surface were varied independently. In a subset of neurons, we found pattern-surface interactions that produced similar responses to stimuli across congruent pattern and surface transformations. These interactions produced systematic shifts in curvature tuning of patterns when overlaid on convex and flat surfaces. Our results show that surfaces are factored out of patterns by single neurons, thereby enabling complex perceptual inferences.

NEW & NOTEWORTHY: We have no difficulty seeing a straight line on a curved piece of paper, but in fact, doing so requires decoupling the shape of the surface from the pattern itself. Here we report a novel form of invariance in the visual cortex: single neurons in monkey inferior temporal cortex respond similarly to congruent transformations of patterns and surfaces, in effect decoupling patterns from the surface on which they are overlaid.

摘要

未标注

即使纸张弯曲,我们也能毫不费力地看到画在纸上的直线,但实际上这种推断并非易事。要做到这一点,要么匹配局部特征,要么在排除表面形状后表示图案。在这里,我们表明,猴子颞下(IT)皮质中的单个神经元对跨刚性和非刚性表面变化的图案表现出不变的反应。我们记录了神经元对图案和周围表面独立变化的刺激的反应。在一部分神经元中,我们发现了图案 - 表面相互作用,这种相互作用对全等图案和表面变换的刺激产生相似的反应。当图案叠加在凸面和平面上时,这些相互作用会使图案的曲率调谐产生系统性变化。我们的结果表明,单个神经元能够从图案中排除表面因素,从而实现复杂的感知推断。

新进展与值得注意之处

我们能毫不费力地在弯曲的纸上看到一条直线,但实际上,这样做需要将表面形状与图案本身解耦。在这里,我们报告了视觉皮质中一种新的不变性形式:猴子颞下皮质中的单个神经元对图案和表面的全等变换有相似的反应,实际上是将图案与它们所叠加的表面解耦。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/aa8bf3237f5d/z9k0011739420010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/668367b2a39d/z9k0011739420001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/e207b76a7b2c/z9k0011739420002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/3e66941f913c/z9k0011739420003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/9319ecd25b24/z9k0011739420004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/4195449377d6/z9k0011739420005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/fb9fed6f7247/z9k0011739420006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/021862b67b7f/z9k0011739420007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/6a897848b1d0/z9k0011739420008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/691d0163e6e3/z9k0011739420009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/aa8bf3237f5d/z9k0011739420010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/668367b2a39d/z9k0011739420001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/e207b76a7b2c/z9k0011739420002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/3e66941f913c/z9k0011739420003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/9319ecd25b24/z9k0011739420004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/4195449377d6/z9k0011739420005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/fb9fed6f7247/z9k0011739420006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/021862b67b7f/z9k0011739420007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/6a897848b1d0/z9k0011739420008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/691d0163e6e3/z9k0011739420009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/5209550/aa8bf3237f5d/z9k0011739420010.jpg

相似文献

1
Seeing a straight line on a curved surface: decoupling of patterns from surfaces by single IT neurons.在曲面上看到直线:单个颞下回神经元实现模式与表面的解耦
J Neurophysiol. 2017 Jan 1;117(1):104-116. doi: 10.1152/jn.00551.2016. Epub 2016 Oct 12.
2
Macaque inferior temporal neurons are selective for three-dimensional boundaries and surfaces.猕猴颞下神经元对三维边界和表面具有选择性。
J Neurosci. 2001 Dec 1;21(23):9419-29. doi: 10.1523/JNEUROSCI.21-23-09419.2001.
3
What response properties do individual neurons need to underlie position and clutter "invariant" object recognition?单个神经元需要具备哪些反应特性才能成为位置和杂波“不变性”物体识别的基础?
J Neurophysiol. 2009 Jul;102(1):360-76. doi: 10.1152/jn.90745.2008. Epub 2009 May 13.
4
Neural selectivity and representation of gloss in the monkey inferior temporal cortex.猴下颞叶皮层中 gloss 的神经选择性和表示。
J Neurosci. 2012 Aug 1;32(31):10780-93. doi: 10.1523/JNEUROSCI.1095-12.2012.
5
Shape recognition and inferior temporal neurons.形状识别与颞下神经元
Proc Natl Acad Sci U S A. 1983 Sep;80(18):5776-8. doi: 10.1073/pnas.80.18.5776.
6
Dimensionality of object representations in monkey inferotemporal cortex.猕猴颞下皮质中物体表征的维度
Neural Comput. 2014 Oct;26(10):2135-62. doi: 10.1162/NECO_a_00648. Epub 2014 Jul 24.
7
A Balanced Comparison of Object Invariances in Monkey IT Neurons.猴子 IT 神经元中目标不变性的均衡比较。
eNeuro. 2017 Apr 13;4(2). doi: 10.1523/ENEURO.0333-16.2017. eCollection 2017 Mar-Apr.
8
Visual categorization and the inferior temporal cortex.视觉分类与颞下回皮质
Behav Brain Res. 2004 Feb 4;149(1):1-7. doi: 10.1016/s0166-4328(03)00224-9.
9
Effects of attention and stimulus interaction on visual responses of inferior temporal neurons in macaque.注意力和刺激交互作用对猕猴颞下神经元视觉反应的影响。
J Neurophysiol. 1988 Jul;60(1):344-64. doi: 10.1152/jn.1988.60.1.344.
10
Three-dimensional shape coding in inferior temporal cortex.颞下回皮质中的三维形状编码
Neuron. 2000 Aug;27(2):385-97. doi: 10.1016/s0896-6273(00)00045-3.

引用本文的文献

1
Qualitative similarities and differences in visual object representations between brains and deep networks.大脑和深度网络中视觉目标表示的定性相似性和差异性。
Nat Commun. 2021 Mar 25;12(1):1872. doi: 10.1038/s41467-021-22078-3.
2
Early Emergence of Solid Shape Coding in Natural and Deep Network Vision.自然与深度网络视觉中的实体形状编码的早期出现。
Curr Biol. 2021 Jan 11;31(1):51-65.e5. doi: 10.1016/j.cub.2020.09.076. Epub 2020 Oct 22.
3
Multiplicative mixing of object identity and image attributes in single inferior temporal neurons.

本文引用的文献

1
Contour Curvature As an Invariant Code for Objects in Visual Area V4.轮廓曲率作为视觉区域V4中物体的不变编码。
J Neurosci. 2016 May 18;36(20):5532-43. doi: 10.1523/JNEUROSCI.4139-15.2016.
2
Representation of Gravity-Aligned Scene Structure in Ventral Pathway Visual Cortex.腹侧通路视觉皮层中重力对齐场景结构的表征
Curr Biol. 2016 Mar 21;26(6):766-74. doi: 10.1016/j.cub.2016.01.022. Epub 2016 Feb 25.
3
Selective IT neurons are selective along many dimensions.选择性IT神经元在多个维度上具有选择性。
单个下颞叶神经元中物体身份和图像属性的乘法混合。
Proc Natl Acad Sci U S A. 2018 Apr 3;115(14):E3276-E3285. doi: 10.1073/pnas.1714287115. Epub 2018 Mar 20.
4
Symmetric Objects Become Special in Perception Because of Generic Computations in Neurons.对称物体在感知中变得特殊,是因为神经元中的通用计算。
Psychol Sci. 2018 Jan;29(1):95-109. doi: 10.1177/0956797617729808. Epub 2017 Dec 8.
5
A Balanced Comparison of Object Invariances in Monkey IT Neurons.猴子 IT 神经元中目标不变性的均衡比较。
eNeuro. 2017 Apr 13;4(2). doi: 10.1523/ENEURO.0333-16.2017. eCollection 2017 Mar-Apr.
6
Effect of silhouetting and inversion on view invariance in the monkey inferotemporal cortex.轮廓凸显和反转对猕猴颞下皮质视图不变性的影响。
J Neurophysiol. 2017 Jul 1;118(1):353-362. doi: 10.1152/jn.00008.2017. Epub 2017 Apr 5.
J Neurophysiol. 2016 Mar;115(3):1512-20. doi: 10.1152/jn.01151.2015. Epub 2016 Jan 28.
4
Dynamics of 3D view invariance in monkey inferotemporal cortex.猕猴颞下皮质中三维视图不变性的动态变化
J Neurophysiol. 2015 Apr 1;113(7):2180-94. doi: 10.1152/jn.00810.2014. Epub 2015 Jan 21.
5
Coding of relative size in monkey inferotemporal cortex.猴子颞下皮质中相对大小的编码
J Neurophysiol. 2015 Apr 1;113(7):2173-9. doi: 10.1152/jn.00907.2014. Epub 2015 Jan 14.
6
Texture discriminability in monkey inferotemporal cortex predicts human texture perception.猕猴颞下皮质的纹理辨别能力可预测人类的纹理感知。
J Neurophysiol. 2014 Dec 1;112(11):2745-55. doi: 10.1152/jn.00532.2014. Epub 2014 Sep 10.
7
Trade-off between curvature tuning and position invariance in visual area V4.在 V4 视觉区中,曲率调谐和位置不变性之间的权衡。
Proc Natl Acad Sci U S A. 2013 Jul 9;110(28):11618-23. doi: 10.1073/pnas.1217479110. Epub 2013 Jun 24.
8
Balanced increases in selectivity and tolerance produce constant sparseness along the ventral visual stream.选择性和容忍性的平衡增长会导致腹侧视觉流中始终保持稀疏性。
J Neurosci. 2012 Jul 25;32(30):10170-82. doi: 10.1523/JNEUROSCI.6125-11.2012.
9
Medial axis shape coding in macaque inferotemporal cortex.恒河猴下颞叶皮层中的中轴形状编码。
Neuron. 2012 Jun 21;74(6):1099-113. doi: 10.1016/j.neuron.2012.04.029.
10
The extraction of 3D shape in the visual system of human and nonhuman primates.人类和非人类灵长类动物视觉系统中的三维形状提取。
Annu Rev Neurosci. 2011;34:361-88. doi: 10.1146/annurev-neuro-061010-113819.