%%%?LSTM網(wǎng)絡(luò)結(jié)合實例仿真
%%%?作者：xd.wp
%%%?時間：2016.10.08??12:06
%%?程序說明
%??1、數(shù)據(jù)為7天，四個時間點的空調(diào)功耗，用前三個推測第四個訓(xùn)練，依次類推。第七天作為檢驗
%??2、LSTM網(wǎng)絡(luò)輸入結(jié)點為12，輸出結(jié)點為4個，隱藏結(jié)點18個

clear?all;
clc;
%%?數(shù)據(jù)加載，并歸一化處理
[train_datatest_data]=LSTM_data_process（）;
data_length=size（train_data1）;
data_num=size（train_data2）;
%%?網(wǎng)絡(luò)參數(shù)初始化
%?結(jié)點數(shù)設(shè)置
input_num=12;
cell_num=18;
output_num=4;
%?網(wǎng)絡(luò)中門的偏置
bias_input_gate=rand（1cell_num）;
bias_forget_gate=rand（1cell_num）;
bias_output_gate=rand（1cell_num）;
%?ab=1.2;
%?bias_input_gate=ones（1cell_num）/ab;
%?bias_forget_gate=ones（1cell_num）/ab;
%?bias_output_gate=ones（1cell_num）/ab;
%網(wǎng)絡(luò)權(quán)重初始化
ab=20;
weight_input_x=rand（input_numcell_num）/ab;
weight_input_h=rand（output_numcell_num）/ab;
weight_inputgate_x=rand（input_numcell_num）/ab;
weight_inputgate_c=rand（cell_nu

?屬性????????????大小?????日期????時間???名稱
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?????文件??????12146??2018-10-11?17:24??LSTM_matlab.m

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????????????????12146????????????????????1