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

clear?all;
clc;
%%?數(shù)據(jù)加載，并歸一化處理
[train_datatest_data]=LSTM_data_process（6）;
data_length=size（train_data1）;
data_num=size（train_data2）;
%%?網(wǎng)絡(luò)參數(shù)初始化
%?結(jié)點(diǎn)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_n

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????6053??2018-11-28?22:23??LSTMtest.m
?????文件?????????634??2018-11-28?22:26??LSTM_data_process.m
?????文件????????4621??2018-11-28?16:13??LSTM_updata_weight.m
?????文件????????5847??2018-11-29?15:25??RunLstm.m