rnn-esn 基于神经网络的负荷预测

基于神经网络的负荷预测，神经网络算法程序。

function [neto oldSpecRad] = rnn_esn_new（IUC HUC OUC probInp rngInp probRec rngRec probBack rngBack specRad unitAct）
% [neto oldSpecRad] = rnn_esn_new（IUC HUC OUC probInp rngInp probRec rngRec probBack rngBack specRad unitAct）
% neto - new network structure
% oldSpecRad - old spectral radius of recurrent weight matrix
% IUC - number of input units
% HUC - number of hidden units
% OUC - number of output units
% probInp  - vector of prob. of input weights
% rngInp   - vector of input weights‘ ranges
% probRec  - vector of prob. of recurrent weights
% rngRec   - vector of recurrent weights‘ ranges
% probBack - vector of prob. of backward weights
% rngBack  - vector of backward weights‘ ranges
% specRad  - required spectral radius （if omited or zero -> no sca

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2005-09-19 16:31  esn_train\
     文件        5140  2005-09-05 16:56  esn_train\rnn_esn_new.m
     文件        2120  2005-01-30 18:02  esn_train\rnn_esn_new_ex.m
     文件        1389  2005-01-29 11:21  esn_train\rnn_esn_scaleeig.m
     文件        3392  2005-09-19 13:51  esn_train\rnn_esn_sim.m
     文件        4028  2005-09-19 13:51  esn_train\rnn_esn_sim_genx.m
     文件        2979  2005-09-19 13:59  esn_train\rnn_esn_train.m
     文件        4841  2005-09-01 13:49  esn_train\rnn_ffesn_new.m
     目录           0  2005-09-19 16:31  esn_work\
     文件          34  2003-01-15 00:27  esn_work\mel.trs
     文件          77  2005-08-31 23:51  esn_work\setpath.m
     文件        1492  2005-09-19 13:59  esn_work\training_esn_mel.m
     文件        1681  2005-09-19 14:05  esn_work\training_esn_mg.m
     文件        1923  2005-09-19 14:35  esn_work\training_esn_mg_genx.m
     文件         672  2005-09-05 12:31  esn_work\training_esn_mg_hist.m
     文件        1789  2005-09-19 14:08  esn_work\training_esn_mg_pred.m
     文件        1203  2005-09-19 13:59  esn_work\training_esn_sin.m
     文件        1212  2005-09-19 14:03  esn_work\training_esn_sin7.m
     目录           0  2005-09-01 00:36  tools\
     文件        1040  2005-01-26 10:18  tools\createmg.m
     文件         538  2005-09-11 09:59  tools\createmgdde23.m
     文件         307  2003-01-04 10:22  tools\eval_mse.m
     文件         772  2003-01-30 11:07  tools\eval_nnl.m
     文件        1176  2003-03-04 10:18  tools\loadseq.m