prob1_net.m

这是个神经网络工具箱的一点MATALAB 程序

%%%%%%%%%%%%%%%%%%%%%%%%%% Network File Name: prob1_net.m %%%%%%%%%%%%%
NET_FLAG = 1;
%################ Network Parameter Initialization ###########
N_Input            = 7;                   %Number of Input Neurons
N_Hidden           = 8;                   %Number of Hidden Neurons 
N_Output           = 7;                   %Number of Output Neurons
Mse_Threshold      = 0.000002;            %Required Stop Mean Square Error value
Eta                = 0.1;                 %Learinig Rate
N_Iterations       = 600;                 %Maximum Number of Iterations
R_Out              = .1;                 %Firing Rate of the Output Neurons
RAND_RANGE         = .1;                  %Random Range of the Weights 
FIX_RIN            = 0;                   %Flag for Fixing the Input Firing Rate 
R_IN               = 1;                   %Value of the Input Firing Rate(if Fixed)
N_Saved_Iterations = 15;                  %No. Of Iterations for Auto Saving 
Net_File_Name      = 'prob1_net.m';       %Network File Name ( This File)
Train_File_Name    = 'prob1_trn.m';       %Train Data FileName
Weights_File_Name  = 'prob1_wts.mat';     %Weights File Name
Test_File_Name     = 'prob1_tst.m';       %Test Data File Name 
Log_File_Name      = 'prob1_log.txt';     %Output Log File Name 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
N_Total = N_Input + N_Hidden + N_Output;  %Total Number of Neurons