中文说明:由Marian Bartlett的图像表示。新修订的7 / 14 / 03 ICA代码由托尼钟。ICA方法是由贝尔&Sejnowski的专利,Salk研究所。这个目录包含一组图像识别的ICA表示2 MATLAB脚本:1。arch1。M:得到训练和测试图像下的建筑我表示2。arch2。M:得到训练和测试图像在结构II表示在试图运行它们通过阅读这些脚本的评论。上面的脚本调用以下运行的Infomax ICA 6 MATLAB文件。托尼贝尔HTTP写道:/ / www.cnl。沙克。托尼~教育/ /1。囊肿。M,ICA培训脚本调用下面的函数。2。sep96。M,一个学习通过数据的代码3。sepout M,可选文本输出。4。wchange。米,体重改变轨道的大小和方向5。淀粉微球。M,球训练矩阵X。6。zeromn。M:返回一零表示形式的矩阵X,其中每一行的均值为0。(这是一个由Marian Bartlett说)
English Description:
Image representations by Marian Bartlett. Revised 7/14/03 ICA code by Tony Bell. The ICA method is patented by Bell & Sejnowski, at the Salk Institute.This directory contains 2 matlab scripts for finding the ICA representation of a set of images for recognition: 1. Arch1.m: Gets representation of train and test images under architecture I2. Arch2.m: Gets representation of train and test images under architecture IIRead through the comments of these scripts before attempting to run them. The above scripts call the following 6 MATLAB files for running infomax ica.Written by Tony Bell http://www.cnl.salk.edu/~tony/1. runica.m, the ica training script which calls the functions below.2. sep96.m, the code for one learning pass thru the data3. sepout.m, for optional text output4. wchange.