کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4378696 1617551 2007 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Neuroet: An easy-to-use artificial neural network for ecological and biological modeling
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک بوم شناسی، تکامل، رفتار و سامانه شناسی
پیش نمایش صفحه اول مقاله
Neuroet: An easy-to-use artificial neural network for ecological and biological modeling
چکیده انگلیسی
Neuroet is an easy-to-use artificial neural network (NN) package designed to assist with determining relationships among variables in complex ecological and biological systems. The package, which is available for download from the web site http://noble.ce.washington.edu, features a procedure to optimize the architecture of NNs by adjusting the number of neurons in the hidden layer, and a novel procedure to identify the input variable, or combinations of input variables, that is/are important for predicting outputs. The package also includes a method to extract equations defining relationships among the data (independent of the NN package). The performance of Neuroet was assessed using benchmark standards for NNs. An example of the program's utility is provided using an environmental data set.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Ecological Modelling - Volume 203, Issues 1–2, 24 April 2007, Pages 87-98
نویسندگان
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