lateral inhibition
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
- 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 ...
- 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 ...
- 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, ...
- 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 ...
- 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 ...
- 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 ...
- 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 ...
- 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 ...
- 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
- JS中使用EL表达式方法与获取工程名字
关键: 在js中使用el表达式一定要使用双引号 分两种情况 1. JS代码在JSP页面中, 这可以直接使用EL表达式. 如: <script type="text/javas ...
- window下golang使用gRPC入门案例&net core客户端
gRPC是google开源高性能分布式RPC框架,支持http/2 双向数据流传输及Protobuff,可以在任何环境下运行. 它可以有效地将数据中心内和跨数据中心的服务与可插拔支持进行负载均衡,跟踪 ...
- react 生命周期详解
state有时候很不听话,在某些时候,我不想他渲染,偏偏react非常智能的帮我们重复渲染. 比如最常见的就是传递的对象为空,组件依旧渲染了一次或者多次. 更多场景不举例了,对症下药. shouldC ...
- AC日记——[SDOI2011]染色 洛谷 P2486
题目描述 输入输出格式 输入格式: 输出格式: 对于每个询问操作,输出一行答案. 输入输出样例 输入样例#1: 6 5 2 2 1 2 1 1 1 2 1 3 2 4 2 5 2 6 Q 3 5 C ...
- 微信小程序之微信支付C#后台(统一下单)
一.微信小程序支付 1.微信小程序端请求支付接口 商户在小程序中先调用该接口在微信支付服务后台生成预支付交易单,返回正确的预支付交易后调起支付.具体可以查看接口示例. 接口传入参数示例: <xm ...
- js -“=”“==”和“===”的区别
这个问题再面试中经常被问到,说实话我都是懵的,一个“=”和两个“==”等的区别我还是知道的,就是三个“===”我完全是不知道的,因为我基本上都没有遇到过且用到过,所以再这个问题上我是没分的,人家考官就 ...
- Codeforces 23E Tree(树型DP)
题目链接 Tree $dp[x][i]$表示以x为根的子树中x所属的连通快大小为i的时候 答案最大值 用$dp[x][j]$ * $dp[y][k]$ 来更新$dp[x][j + k]$. (听高手说 ...
- laravel svn从win上传linux需要注意事项
一首页设置目录权限: /storage /bootstrap/cache 设置可写权限 二执行命令: php artisan key:generate
- app 检查更新和更新
第一种,手动检查 //// Harpy.h// Harpy//// Created by Arthur Ariel Sabintsev on 11/14/12.// Copyright (c) ...
- UITableView 滚动时使用reloaddata出现 crash'-[__NSCFArray objectAtIndex:]: index (1) beyond bounds (0)' Crash
例子: - (UITableViewCell *) tableView:(UITableView *)tableView cellForRowAtIndexPath:(NSIndexPath *)in ...