http://www.indiana.edu/~p1013447/dictionary/lat_i.htm

【This means that neighboring visual neurons respond LESS if they are activated at the same time than if one is activated alone. So the fewer neighboring neurons stimulated, the more strongly a neuron responds. 该神经元周围的同时被刺激的神经元数目越少,该神经元的响应就越显著。】

Lateral inhibition refers to the inhibition that neighboring neurons in brain pathways have on each other. For example, in the visual system, neighboring pathways from the receptors to the optic nerve, which carries information to the visual areas of the brain, show lateral inhibition. This means that neighboring visual neurons respond LESS if they are activated at the same time than if one is activated alone. So the fewer neighboring neurons stimulated, the more strongly a neuron responds.

You might expect that such inhibition would decrease the visual system's ability to represent information. In fact, this process greatly increases the visual system's ability to respond to edges of a surface. This happens because neurons responding to the edge of a stimulus respond more strongly than do neurons responding to the middle. The "edge" neurons receive inhibition only from neighbors on one side -- the side away from the edge. Neurons stimulated from the middle of a surface get inhibition from all sides.

【It makes edges stand out 强化边缘】

The pictures you see taken from space craft are computer enhanced by a process just like lateral inhibition. Computer transformation of the raw image makes neighboring points of the computerized image inhibit each other. This makes the very faint edges in the original image much sharper. This is why lateral inhibition is important: It makes edges stand out

lateral inhibition的更多相关文章

  1. Paper/ Overview | CNN(未完待续)

    目录 I. 基础知识 II. 早期尝试 1. Neocognitron, 1980 2. LeCun, 1989 A. 概况 B. Feature maps & Weight sharing ...

  2. AlexNet

    AlexNet学习笔记 目录 AlexNet整体结构 CNN 全连接 TensorFlow实现 AlexNet是2012年ImageNet竞赛冠军获得者Hinton和他的学生Alex Krizhevs ...

  3. 思考卷积神经网络(CNN)中各种意义

    原文:https://blog.csdn.net/aimreant/article/details/53145063 思考卷积神经网络(CNN)中各种意义 只是知道CNN是不够,我们需要对其进行解剖, ...

  4. AlexNet论文翻译-ImageNet Classification with Deep Convolutional Neural Networks

    ImageNet Classification with Deep Convolutional Neural Networks 深度卷积神经网络的ImageNet分类 Alex Krizhevsky ...

  5. caffe中的Local Response Normalization (LRN)有什么用,和激活函数区别

    http://stats.stackexchange.com/questions/145768/importance-of-local-response-normalization-in-cnn ca ...

  6. caffe 学习(3)——Layer Catalogue

    layer是建模和计算的基本单元. caffe的目录包含各种state-of-the-art model的layers. 为了创建一个caffe model,我们需要定义模型架构在一个protocol ...

  7. Local Response Normalization 60 million parameters and 500,000 neurons

    CNN是工具,在图像识别中是发现图像中待识别对象的特征的工具,是剔除对识别结果无用信息的工具. ImageNet Classification with Deep Convolutional Neur ...

  8. Image Processing and Analysis_8_Edge Detection:Statistical edge detection_ learning and evaluating edge cues——2003

    此主要讨论图像处理与分析.虽然计算机视觉部分的有些内容比如特 征提取等也可以归结到图像分析中来,但鉴于它们与计算机视觉的紧密联系,以 及它们的出处,没有把它们纳入到图像处理与分析中来.同样,这里面也有 ...

  9. 1 - ImageNet Classification with Deep Convolutional Neural Network (阅读翻译)

    ImageNet Classification with Deep Convolutional Neural Network 利用深度卷积神经网络进行ImageNet分类 Abstract We tr ...

随机推荐

  1. iphoneXR的tabbar底部图片的适配

    在自定义tabbar的背景图时,发现在ihonexr上有点问题,主要是因为iphoneXr用的是二倍图,但是Xr的tabbar底部高度多了34像素,所以就出现了如下的情况: 解决这个问题,还比较简单, ...

  2. AC日记——线段树练习5 codevs 4927

    4927 线段树练习5  时间限制: 1 s  空间限制: 128000 KB  题目等级 : 黄金 Gold 题解       题目描述 Description 有n个数和5种操作 add a b ...

  3. python笔记2:函数

    5. 函数 Python函数代码块以 def 关键词开头; 函数内容以冒号起始,并且缩进. *注: python中,strings, tuples, 和 numbers 是不可更改的对象,而 list ...

  4. 通过XOML或者XAML的方式创建和启动工作流

    在Workflow Foundation中,提供了多种设计工作流的方式.例如 纯代码的方式(C#) 代码分离的方式(XOML+C#) 以上两种,可以从Visual Studio提供的项目模板中选择 他 ...

  5. Ampzz 2011 Cross Spider 计算几何

    原题链接:http://codeforces.com/gym/100523/attachments/download/2798/20142015-ct-s02e07-codeforces-traini ...

  6. Atcoder Grand Contest 024

    A 略 B 略 C 略 D(构造分形) 题意: 给出一个由n个点的组成的树,你可以加一些点形成一个更大的树.对于新树中的两个点i和j,如果以i为根的树与以j为根的树是同构的那么i和j颜色可以相同.问最 ...

  7. 如何轻松的把图片导入execl表格中

    在项目中有时候会遇到往数据库中导数据的时候,往往需要把图片也一起导入execl表格中,那怎么才能把图片一块导入至execl中呢?那么今天我们就来看看怎么实现吧! 如何实现?今天我们就来用jxl和poi ...

  8. nginx和php通信

    #启动php-fpm服务 #配置nginx.conf worker_processes ; worker_rlimit_nofile ; worker_cpu_affinity ; #error_lo ...

  9. javascript 函数初探 (五)--- 几种类型的函数

    即时函数: 目前我们已经讨论了匿名函数在回调时的应用.接下来,我们来看看匿名函数的另一种应用实例 --- javascript即时函数: 比如: ( function(){ alert('her'); ...

  10. Spin.js-CSS动画进度载入器

    spin.js是一款很easy的CSS载入器,他是一款使用了VML(Vector Makeup Language)的CSS动画效果. spin.js的特性 他有着很强大的适应性.有着下面几个特性: 1 ...