网络pcnn matlab 的相关内容

【图像增强】基于脉冲神经网络PCNN实现图像增强附matlab代码

1 简介从20世纪90年代开始,由Eckhorn等对猫的视觉皮层神经元脉冲同步震荡现象的研究,得到了哺乳动物神经元模型。对Eckhorn提出的模型进行一些改进,就得到了脉冲耦合神经网络(PCNN,(Pulse-Coupled Neural Networks)模型。该模型具有对图像二维空间...

【图像去噪】基于脉冲神经网络PCNN实现图像去噪附matlab代码

1 简介图像噪声的去除一直是图像处理领域的难点,以往介绍的去噪方法主要用于去除二值图像的噪声,不能用于灰度图像的去噪,而且在去噪的同时会引起图像的模糊,为了解决问题,根据PCNN的工作原理和噪声的特点提出了一种基于PCNN的去噪方法.计算机仿真实验结果表明该方法能在有效去除椒盐噪声的同时,很好地保留...

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【图像融合】基于脉冲神经网络PCNN实现图像融合附matlab代码

1 简介2 部分代码clc;clear all;close all;%%im=imread('A.tif');im1=imread('B.tif');im=double(im);im1=double(im1);%%link_arrange=5;iteration_times=20;%%firing_...

脉冲耦合神经网络（PCNN）的matlab实现

基本脉冲耦合神经网络的matlab实现 Gray首先发现了猫的初生视觉皮层有神经激发相关振荡现象，并将其研究结果发在了Nature杂志上。与此同时，Eckhom也根据猫的大猫皮层的同步脉冲发放现象，提出了脉冲发现的连接模式，将开拓性地提出了PCNN基本模型。Gray和Eckhom被称为PCNN的鼻祖...

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