資源簡介
利用回聲狀態神經網絡進行時間序列預測.預測效果非常好
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代碼片段和文件信息
function?unitCodedSignal?=?analogToUnitCoded(analogSignal?nUnits)
%?transforms?a?1-dimensional?Signal?analogSignal?with?range?[01]?into
%?nUnits-dimensional?signal
%?(each?dim?ranging?in?[01])?through?nUnits?many?triangular?equally
%?spaced?membership?functions.?The?component?sum?of?each?signal?time?point
%?vector?is?normalized?to?1.
%
%?unitCodedSignal?has?size?(length(analogSignal)??nUnits)
%
%?Created?by?H.?Jaeger?Nov?3?2006
%?Revision?1?Junly?1?2007?H.?Jaeger?(renamed?this?funcation?and?some?vars)
l?=?length(analogSignal);
unitCodedSignal?=?zeros(l?nUnits);
stretchedSignal?=?analogSignal?*?(nUnits?-?1);
for?i?=?1:l
????for?p?=?1:nUnits
????????unitCodedSignal(i?p)?=?unitTriangle(stretchedSignal(i1)?-?p?+?1);
????end??
end
function?membershipValue?=
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????975??2007-07-01?14:30??陳建成已改?ESNtools\analogToUnitCoded.m
?????文件????????174??2012-06-17?14:15??陳建成已改?ESNtools\c1.m
?????文件???????1788??2012-06-25?20:37??陳建成已改?ESNtools\compute_error.m
?????文件???????6710??2012-06-23?21:36??陳建成已改?ESNtools\compute_statematrix.m
?????文件???????1803??2007-07-09?13:24??陳建成已改?ESNtools\compute_teacher.m
?????文件???????3800??2012-06-17?13:26??陳建成已改?ESNtools\demosc
?????文件???????2600??2012-06-25?20:19??陳建成已改?ESNtools\demosc
?????文件???????2844??2012-06-17?15:14??陳建成已改?ESNtools\demosc
?????文件???????5555??2007-07-09?13:21??陳建成已改?ESNtools\DOCUMENTATION.txt
?????文件???????8774??2007-07-09?13:26??陳建成已改?ESNtools\generate_esn.m
?????文件???????1297??2007-07-09?13:28??陳建成已改?ESNtools\generate_internal_weights.m
?????文件???????1505??2007-07-09?13:28??陳建成已改?ESNtools\generate_NARMA_sequence.m
?????文件????????691??2007-07-01?14:32??陳建成已改?ESNtools\HISTORY.txt
?????文件????????279??2007-07-09?13:29??陳建成已改?ESNtools\identity.m
?????文件???????2852??2012-06-17?13:17??陳建成已改?ESNtools\iris.data
?????文件???????3776??2012-06-17?14:06??陳建成已改?ESNtools\jianchengdemosc
?????文件???????1440??2007-07-01?12:08??陳建成已改?ESNtools\leaky1_esn.m
?????文件???????1119??2007-07-09?13:29??陳建成已改?ESNtools\leaky_esn.m
?????文件????????255??2007-07-09?13:30??陳建成已改?ESNtools\load_esn.m
?????文件????????477??2007-07-01?12:19??陳建成已改?ESNtools\makeTimeConstantsFromRange.m
?????文件??????35324??2007-03-11?20:32??陳建成已改?ESNtools\myeigs.m
?????文件???????2443??2006-06-21?10:12??陳建成已改?ESNtools\normalizeData01.m
?????文件???????2134??2007-02-23?12:03??陳建成已改?ESNtools\normalizeData_min0.m
?????文件????????935??2012-06-24?11:27??陳建成已改?ESNtools\plain_esn.m
?????文件????????568??2007-07-09?13:31??陳建成已改?ESNtools\plot_outputWeights.m
?????文件???????1029??2007-07-09?13:31??陳建成已改?ESNtools\plot_sequence.m
?????文件???????1278??2012-06-17?14:31??陳建成已改?ESNtools\plot_states.m
?????文件????????899??2007-07-09?13:33??陳建成已改?ESNtools\pseudoinverse.m
?????文件????????791??2007-07-09?13:32??陳建成已改?ESNtools\save_esn.m
?????文件???????1408??2007-02-23?13:25??陳建成已改?ESNtools\scaleshiftData.m
............此處省略27個文件信息
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