نتایج جستجو برای: layer neural network perceptron

تعداد نتایج: 1074371  

     One of the natural disasters that occurs in abundance in Iran, due to the geological structure, morphological and seismic conditions, and damages the lives and property of people is a landslide. Roodbar Alamoot watershed in the east of Qazvin province is a mountainous region with a high potential for occurrence of landslides. Because of their active status, there is also a growing trend of...

پایان نامه :وزارت علوم، تحقیقات و فناوری - دانشگاه شهید باهنر کرمان - دانشکده علوم 1391

هوا ی پاکیزه و سالم یکی از چهار رکن اصلی(آب،خاک،آتش و باد یا همان هوا) طبیعت است که آلوده شدن آن می تواند منجر به ناتعادلی زیستی و به تبع آن بروز صدمات بهداشتی و اقتصادی جبران ناپذیر گردد.لذا به منظور جلوگیری از آلودگی این منبع ارزشمند در مرحله اول اتخاذ راهکارهایی برای پیش بینی میزان آلودگی هوا و در مرحله بعد مدیریت بهینه آن لازم و ضروری است.آلودگی هوای شهرتهران یکی ازبزرگترین معضلات زیست محیط...

Abouzar Keshavarzi Ahmad Reza Rezaei Ardakani Hossein Faramarzi, Mahmood Khosravi, Maryam Nasiri,

Background: Human brucellosis is widespread in Fars province. The present study aimed to investigate the effect of climate on its incidence and determine the areas prone to the infection.Methods: Monthly meteorological data and the incidence rate of human brucellosis during 2009-2015 were collected and their correlation was studied using Pearson’s correlation coefficient. Additionally, th...

Mollapour, Y., Aghakhani, M., Azarioun2, H., Eskandari, H.,

This paper investigates the effect of boehmite nano-particles surface adsorbed byboric acid (BNBA) along with other input welding parameters such as welding current, arc voltage, welding speed, nozzle-to-plate distance on weld penetration. Weld penetration modeling was carried out using multi-layer perceptron artificial neural network (MPANN) technique. For the sake of training the network, 70%...

2010
Muhammad Aziz Muslim

In this paper, a new powerful method in artificial neural networks, called modular network SOM (mnSOM) is introduced. mnSOM is a generalization of Self Organizing Maps (SOM) formed by replacing each vector unit of SOM with function module. The modular function could be a multi layer perceptron, a recurrent neural network or even SOM itself. Having this flexibility, mnSOM becomes a new powerful ...

The present paper presented a methodology for prioritizing the innovative and entrepreneurial indicators using Multi Criteria Decision Making (MCDM) and Artificial Neural Networks (ANNs), taking into account three individual, organizational and cultural dimensions simultaneously in decision making procedure. This methodology has two main advantages: first, the speed of operation in the accounti...

Journal: :journal of structural engineering and geo-techniques 2011
hassan aghabarati mohsen tabrizizadeh

this paper presents the application of three main artificial neural networks (anns) in damage detection of steel bridges. this method has the ability to indicate damage in structural elements due to a localized change of stiffness called damage zone. the changes in structural response is used to identify the states of structural damage. to circumvent the difficulty arising from the non-linear n...

ژورنال: مدیریت شهری 2016
Rezaei, Sajjad, Zorriassatine, Farbod ,

No unique method has been so far specified for determining the number of neurons in hidden layers of Multi-Layer Perceptron (MLP) neural networks used for prediction. The present research is intended to optimize the number of neurons using two meta-heuristic procedures namely genetic and hill climbing algorithms. The data used in the present research for prediction are consumption data of water...

2010
Murilo Barreto Souza Fabricio Witzel Medeiros Danilo Barreto Souza Renato Garcia Milton Ruiz Alves

PURPOSE To evaluate the performance of support vector machine, multi-layer perceptron and radial basis function neural network as auxiliary tools to identify keratoconus from Orbscan II maps. METHODS A total of 318 maps were selected and classified into four categories: normal (n = 172), astigmatism (n = 89), keratoconus (n = 46) and photorefractive keratectomy (n = 11). For each map, 11 attr...

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