?url_ver=Z39.88-2004&rft_id=10.2139%2Fssrn.1667438&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Feprints.imtlucca.it%2F1631%2F&rft.title=Applications+of+Feed-Forward+Neural+Networks+with+Error+Backpropagation+Algorithm+and+Non-Linear+Methods+in+MATLAB&rft.creator=Giovanis%2C+Eleftherios&rft.subject=HB+Economic+Theory&rft.description=In+this+paper+we+examine+and+present+the+methodology+of+feed-forward+neural+networks+with+error+backpropagation+algorithm+and+non-linear+methods.+We+test+some+applications+of+time-series+analysis+in+economics.+The+first+part+is+consisted+by+applications+following+the+traditional+approach+of+neural+networks.+In+the+second+part+we+propose+a+weighted+input+regression.+Additionally%2C+we+present+full+programming+routines+in+MATLAB+in+order+to+replicate+the+results+and+for+further+research+applications%2C+modifications%2C+expansions+and+improvements.+&rft.date=2010-08&rft.type=Working+Paper&rft.type=NonPeerReviewed&rft.identifier=++Giovanis%2C+Eleftherios++Applications+of+Feed-Forward+Neural+Networks+with+Error+Backpropagation+Algorithm+and+Non-Linear+Methods+in+MATLAB.++Working+Paper++%23+%2F2010++++++++++&rft.relation=http%3A%2F%2Fssrn.com%2Fabstract%3D1667438&rft.relation=10.2139%2Fssrn.1667438