Backpropagation neural network as earthquake early warning tool using a new modified elementary Levenberg–Marquardt Algorithm to minimise backpropagation errors

<p>A new modified elementary Levenberg–Marquardt Algorithm (M-LMA) was used to minimise backpropagation errors in training a backpropagation neural network (BPNN) to predict the records related to the Chi-Chi earthquake from four seismic stations: Station-TAP003, Station-TAP005, Station-TCU...

Full description

Bibliographic Details
Main Authors: J.-W. Lin, C.-T. Chao, J.-S. Chiou
Format: Article
Language:English
Published: Copernicus Publications 2018-08-01
Series:Geoscientific Instrumentation, Methods and Data Systems
Online Access:https://www.geosci-instrum-method-data-syst.net/7/235/2018/gi-7-235-2018.pdf