資源簡介
matlab編寫的som自組織神經網絡分為三個.m文件,對初學som的同學很有幫助
代碼片段和文件信息
function?net?=?som(nin?map_size)
%SOM Creates?a?Self-Organising?Map.
%
% Description
% NET?=?SOM(NIN?MAP_SIZE)?creates?a?SOM?NET?with?input?dimension?(i.e.
% data?dimension)?NIN?and?map?dimensions?MAP_SIZE.??Only?two-
% dimensional?maps?are?currently?implemented.
%
% The?fields?in?NET?are
% ??type?=?‘som‘
% ??nin?=?number?of?inputs
% ??map_dim?=?dimension?of?map?(constrained?to?be?2)
% ??map_size?=?grid?size:?number?of?nodes?in?each?dimension
% ??num_nodes?=?number?of?nodes:?the?product?of?values?in?map_size
% ??map?=?map_dim+1?dimensional?array?containing?nodes
% ??inode_dist?=?map?of?inter-node?distances?using?Manhatten?metric
%
% The?map?contains?the?node?vectors?arranged?column-wise?in?the?first
% dimension?of?the?array.
%
% See?also
% KMEANS?SOMFWD?SOMTRAIN
%
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2011-06-11?16:27??som神經網絡\
?????文件????????1727??2005-04-27?22:59??som神經網絡\som.m
?????文件????????5441??2007-03-04?04:08??som神經網絡\somtrain.m
?????文件????????1107??2007-04-10?06:17??som神經網絡\som_netlab.m
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