基于MATLAB的回声状态网络，可用于趋势测量

基于MATLAB的回声状态网络，可用于趋势测量

clear
clc
load ‘12.txt‘
nInputUnits=3;
nInternalUnits=100;
nOutputUnits=1;

esn = generate_esn（nInputUnits nInternalUnits nOutputUnits:）;
sample=X12;
[traintest] = split_train_test（sample0.9）;
trainInput=X12（:2）;
trainOutput=X12（:3）;
nForgetPoints=0;

[trained_esn stateCollection] = ...
    train_esn（trainInputtrainOutputesnnForgetPoints）;

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----

     文件      15364  2009-01-28 12:38  esn\ESNtools\ESN_Toolbox\.DS_Store

     文件    7798485  2012-07-18 10:59  esn\ESNtools\ESN_Toolbox\12.txt

     文件        370  2013-01-15 19:26  esn\ESNtools\ESN_Toolbox\211.asv

     文件        367  2013-01-15 19:18  esn\ESNtools\ESN_Toolbox\211.m

     文件        975  2007-07-01 14:30  esn\ESNtools\ESN_Toolbox\analogToUnitCoded.m

     文件       1397  2007-07-09 13:23  esn\ESNtools\ESN_Toolbox\compute_error.m

     文件       1530  2007-08-17 12:24  esn\ESNtools\ESN_Toolbox\compute_NRMSE.m

     文件       6671  2007-07-09 13:23  esn\ESNtools\ESN_Toolbox\compute_statematrix.m

     文件       1803  2007-07-09 13:24  esn\ESNtools\ESN_Toolbox\compute_teacher.m

     文件       3849  2007-09-17 18:44  esn\ESNtools\ESN_Toolbox\demoscript.m

     文件       5590  2007-08-17 12:29  esn\ESNtools\ESN_Toolbox\DOCUMENTATION.txt

     文件        975  2007-07-01 14:30  esn\ESNtools\ESN_Toolbox\ESNtools\analogToUnitCoded.m

     文件       1397  2007-07-09 13:23  esn\ESNtools\ESN_Toolbox\ESNtools\compute_error.m

     文件       6671  2007-07-09 13:23  esn\ESNtools\ESN_Toolbox\ESNtools\compute_statematrix.m

     文件       1803  2007-07-09 13:24  esn\ESNtools\ESN_Toolbox\ESNtools\compute_teacher.m

     文件       3776  2007-07-09 13:25  esn\ESNtools\ESN_Toolbox\ESNtools\demoscript.m

     文件       5555  2007-07-09 13:21  esn\ESNtools\ESN_Toolbox\ESNtools\DOCUMENTATION.txt

     文件       8774  2007-07-09 13:26  esn\ESNtools\ESN_Toolbox\ESNtools\generate_esn.m

     文件       1297  2007-07-09 13:28  esn\ESNtools\ESN_Toolbox\ESNtools\generate_internal_weights.m

     文件       1505  2007-07-09 13:28  esn\ESNtools\ESN_Toolbox\ESNtools\generate_NARMA_sequence.m

     文件        691  2007-07-01 14:32  esn\ESNtools\ESN_Toolbox\ESNtools\HISTORY.txt

     文件        279  2007-07-09 13:29  esn\ESNtools\ESN_Toolbox\ESNtools\identity.m

     文件       1440  2007-07-01 12:08  esn\ESNtools\ESN_Toolbox\ESNtools\leaky1_esn.m

     文件       1119  2007-07-09 13:29  esn\ESNtools\ESN_Toolbox\ESNtools\leaky_esn.m

     文件        255  2007-07-09 13:30  esn\ESNtools\ESN_Toolbox\ESNtools\load_esn.m

     文件        477  2007-07-01 12:19  esn\ESNtools\ESN_Toolbox\ESNtools\makeTimeConstantsFromRange.m

     文件      35324  2007-03-11 20:32  esn\ESNtools\ESN_Toolbox\ESNtools\myeigs.m

     文件       2443  2006-06-21 10:12  esn\ESNtools\ESN_Toolbox\ESNtools\normalizeData01.m

     文件       2134  2007-02-23 12:03  esn\ESNtools\ESN_Toolbox\ESNtools\normalizeData_min0.m

     文件        929  2007-07-09 13:30  esn\ESNtools\ESN_Toolbox\ESNtools\plain_esn.m

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