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Artificial Neural Networks [PDF]

open access: yes, 2008
Artificial neural networks (ANNs) constitute a class of flexible nonlinear models designed to mimic biological neural systems. In this entry, we introduce ANN using familiar econometric terminology and provide an overview of ANN modeling approach and its
Chung-Ming Kuan
core   +10 more sources

Using Different Types of Artificial Neural Networks to Classify 2D Matrix Codes and Their Rotations—A Comparative Study

open access: yesJournal of Imaging, 2023
Artificial neural networks can solve various tasks in computer vision, such as image classification, object detection, and general recognition.
Ladislav Karrach, Elena Pivarčiová
doaj   +1 more source

Artificial neural networks [PDF]

open access: yes, 2017
Nowadays we are living in the age of computers, and we are systematically making our way to creating artificial intelligence. In addition, one of possible directions to make AI come true is to find the way of generalizing ...
Korotenko, L.M.   +2 more
core   +8 more sources

Practical Aspects of the Design and Use of the Artificial Neural Networks in Materials Engineering

open access: yesMetals, 2021
Artificial neural networks are an effective and frequently used modelling method in regression and classification tasks in the area of steels and metal alloys.
Wojciech Sitek, Jacek Trzaska
doaj   +1 more source

Problem Solver Model of Intelligent Framework for the Development of Artificial Neural Networks

open access: yesЦифровая трансформация, 2023
The article describes an approach to implementing the ability of intelligent systems to self-learn through an intelligent framework for the development of artificial neural networks.
M. V. Kovalev
doaj   +1 more source

EXCHANGE RATE DETERMINATION BY ARTIFICIAL NEURAL NETWORKS: TURKISH CASE

open access: yesMehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 2021
Artificial Neural Networks as one of the Artificial Intelligence applications, which is the leading candidate for the greatest innovation of the century, has been started to be used in solving the complex problems of the economy for a while. Among them,
Ayça Sarıalioğlu Hayali   +1 more
doaj   +1 more source

Adaptive Learning Gabor Filter for Finger-Vein Recognition

open access: yesIEEE Access, 2019
Presently, finger-vein recognition is a new research direction in the field of biometric recognition. The Gabor filter has been extensively used for finger-vein recognition; however, its parameters are difficult to adjust.
Yakun Zhang   +5 more
doaj   +1 more source

Hyperparameter Optimization of Artificial Neural Networks to Improve the Positional Accuracy of Industrial Robots

open access: yesJournal of Machine Engineering, 2021
Due to the rising demand for individualized product specifications and short innovation cycles, industrial robots gain increasing attention for machining operations as milling and forming.
Eckart Uhlmann   +4 more
doaj   +1 more source

Forecasting trade balance of Czech Republic and People´s Republic of China in equalizing time series and considering seasonal fluctuations [PDF]

open access: yesSHS Web of Conferences, 2020
The objective of the contribution is to introduce a methodology for considering seasonal fluctuations in equalizing time series using artificial neural networks on the example of the Czech Republic and the People´s Republic of China trade balance.
Vochozka Marek, Rowland Zuzana
doaj   +1 more source

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