Pixel-to-turn standard deviations ratio optimization for training two-layer perceptron on pixel-distorted turned 60-by-80-images in turned objects classification problem
Find the ratio of root-mean-square deviations of pixel distortions and rotations in the learning process to avoid classification errors. Simulation, training and testing of a two-layer perceptron with 250 neurons in its hidden layer for training traingda.
Подобные документы
The application of artificial intelligence in wind turbines opens up new prospects for optimizing operation, increasing efficiency and improving control. The examples given demonstrate how various machine learning methods, optimization algorithms.
??????, добавлен 24.02.2025???????????? ??????????? ??????????????????? ?????????? ?????????? ? ???????????? ???????. ?????????? ???????? ??????????? ??????? ? ????????? ???????????? ?????? ???????????????? ???????? ? Plant Simulation. ??????????? ??????? ????? ?????????? ??????.
??????, добавлен 10.05.2016The article considers classification of decision support systems by the way of interaction with the user, by the method of support, by the level of data processed by the system. Types of DSS architecture are presented. Intelligent DSS are analyzed.
??????, добавлен 14.02.2022Perform the comprehensive analysis of the GraphQL field by first outlining the GraphQL concept and its structure, followed by an organized mapping analysis of main studies. Delves and highlights the importance of adept testing in the GraphQL era.
??????, добавлен 24.02.2024??????? ????????? ??????? "e-learning", ??? ????????????? ? ?????????. ????????, ????????? ? ???????? ??????????????, ?????????? ???????? ????????? ????????????? ??????? ????????. ?????????????? ????????? ??????? ????????? e-learning ? ??????????? ??????.
???????, добавлен 18.11.2015Introduction to Blind Signal Processing: Problems and Applications. Iterative Algorithms with Non-negativity Constraints. Basic Properties of PCA. Extraction of Principal Components. SOS Blind Identification Based on EVD. Computer Simulation Experiments.
?????, добавлен 25.11.2013Characteristics of information and communication technologies. History of the creation of a computer system. Classification operating system: DOS, Windows, Unix, Linux, Mac OS. Databases management systems: the concept, characteristics, architecture.
???? ??????, добавлен 20.10.2016The adaptive learning algorithm for "extended neo-fuzzy neuron" is proposed, that has both following and smoothing properties and allows to solve problems of prediction, filtering and smoothing of non-stationary disturbed stochastic and chaotic signals.
??????, добавлен 29.07.2016Information technologies for working with knowledge bases are considered, and a description of the concepts of Knowledge Management and "Business Intelligence" is given. The classification of knowledge is given. according to different categories of signs.
??????, добавлен 04.09.2022Standard Template Library ??? ??????????? ?????????? ????????, ????????? ?? ???? ???????? ??????. ????? ?????????????? ???????????????? ? ????????????? ???????????. ???????????? ???????? ??????????? ??????? Vector c ??????????? ?????????????????.
???????????? ??????, добавлен 10.08.2013The problem is to find the reliable sensor for detection of dangerous tilt angle. Task is to identify the sensor properties as sensitivity, zero shift and also uncertainty of measurement. Before using it is necessary to identify sensor properties.
??????, добавлен 26.08.2020The origins of cryptography. Transpositions, substitutions and secret keys. The Shannon theory of secrecy. The data encryption standard. Application of des: Unix passwords. Conventional cryptographic primitives and the advanced encryption standard.
?????, добавлен 08.03.2014Consideration of methods of information coding. Use of coded pages for the improvement of design objects. Study of the functional purpose of barcode and QR-code. Analysis of the engineering sequence of the artistic and graphic process of code creation.
??????, добавлен 03.07.2023Features green orientation of modern CAD systems on the example of Altera Quartus II and built-in utilities "PowerPlay Power Analyzer Tool". Optimization and evaluation of FPGA projects on energy consumption based on the activity signals of the scheme.
??????, добавлен 23.02.2016?????????? ? ????????? ?????? ?????????: ??????????? ??? ????????????? ??????????????? ??????? ? ????? ???????????, ?????????? ??? ???????? ???????? ?????????. ????? ?????????????? ??????????? ?????????? ?????????? ?????????? Standard Template Library.
???????????? ??????, добавлен 10.08.2013Modifications of the method for the detection and localization of the cloned area. Digital images used in print media, medicine, science, legal proceedings. Falsification of a digital image. The difference between the source region and the counterfeit.
??????, добавлен 28.08.2016Basics of Contemporary Cryptography for Information Technology Practitioners. Codes for Error Detection. Advances in Coding Theory and Cryptography. Arcs, minihypers, and the classification of three-dimensional Griesmer codes. About the code equivalence.
?????, добавлен 08.03.2014E-learning - ??????????? ???????? ??? ?????? ???????????????????? ??????????. ???? ? ????? ????????? ????????, ????????, ??????????????? ??????? ? ?????????? ???????. ??????? ???????????? ???????? ? ????, ?????????? ?????????? ? ???????????? ????????.
???????????, добавлен 09.09.2014Question classification extracts useful information. Mathematical Machinery and Document Processing. State of the Art Query-based Summarization and Question Answering Systems. Answering Simple and Complex Questions, their experimental evaluation.
????????? ??????, добавлен 22.07.2016This systematic literature review aims to identify the impact of artificial intelligence in foreign language learning using learning management systems by systematically reviewing studies related to the area. Application of the PRISMA block diagram.
??????, добавлен 16.01.2024??????????? Process Mining, ????????? ????????? ? ??????? ???????????????? ??????????? ? ??????? ?????????. ????????? ????????? ?????????????? ????? ???????????? ????? ????? ?????????? ? ??????????. ??????? Process Mining ?? ???????????? ??????????.
????????? ??????, добавлен 07.12.2019The inverse Box-Muller transform, which allows you to transform a random sequence of Gaussian type into the corresponding sequence with a uniform distribution law. A two-stage scheme for testing statistically independent random variables using π-Test
??????, добавлен 07.11.2018The model and structure of the intrusion detection system, which is built on the basis of immunological principles. Detecting the network traffic status. The decision rules for the classification of States of network traffic of a computer network.
??????, добавлен 24.03.2016The goal of the paper is to obtain a system of target operation indicators, which provide unique identification of the system process with the ability to solve structural and parametric optimization problems in the framework of the controlled system.
??????, добавлен 30.10.2016???????????? ??????? Transfer Learning ??? ?????????????? ??????? ? ?? ????????? ?? ??????, ?????????? ?????????? ???????? ???????? ???? ?? ????????? ????????-????????. ?????????? ??????? ??? ????????????? ??????? ? ?????????????? ????????? ??????.
????????? ??????, добавлен 01.12.2019