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BSTU Institutional Repository: Recent submissions
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International Conference on Neural Networks and Artificial Intelligence ICNNAI’99 = Международная конференция по нейронным сетям и искусственному интеллекту ICNNAI’99
(BPI, 1999)International Conference on Neural Networks and Artificial Intelligence ICNNAI’99 = Международная конференция по нейронным сетям и искусственному интеллекту ICNNAI’99 : Proceedings, Brest, Belarus, 12–15 October 1999 / Brest Polytechnic Institute, Department of Computers and Laboratory of Artificial ...20210727

Methods of Partial Logic
(BPI, 1999)This paper presenls novel theoretical results obtained in the field of partial logie. New operations (including a very useful minimization operation), laws, and expansions are introduced. Traditional Boolean function representation forms for the completely specified functions are generalized for the ...20210727

Generalization of Ruspini's Likeness Relation in Cases of Subnormal Relations
(BPI, 1999)The note deals in a preliminary way with the problem of a generalization of a likeness relation. Preliminary results are considered. Defmition of generalized likeness relation is proposed. Some preliminary conclusions are made.20210727

Determination of Features of the Dependence of Neuron Net Output Coordinates on Other Coordinates and Parameters of Neuron Net
(BPI, 1999)The paper presents the deduction of main relationships of backpropagation algorithm on the basis of approximation of the unknown dependence of the efficiency factor on neural net parameters by the linear part of Taylor series. Such an approach for deduction of known results is intended to relax the ...20210727

New Approach of the Recurrent Neural Network Training
(BPI, 1999)In this work the technique o f creation o f adapthre training algorithms for recurrent neural networks (RNN) is cortsidered. These algorithms have high convergence and accuracy on a comparison with traditional backpropagation. The original technique of calculation of an adaptive training step with use ...20210727

The Training of FeedForward Neural Networks
(BPI, 1999)The training of multilayer perceptron is generally a difficult task. Excessive training times and lack of convergence to an acceptable solution are frequently reported. This paper discribes new training methods of feedforward neural networks. In comparison with standard backpropagation algorithm it ...20210727

Neural Network Model of Associative Memory: To Visualize Solutions in Weight Space
(BPI, 1999)We apply some variants of evolutionary computations to the Hopfield model of associative memory. In the model, a number of patterns can be stored in the network as attractors if synaptic weights are determined appropriately. One of our goals of this study is to learn the number and distribution of ...20210727

Decomposition Approach to Minimize a Class of Superposition of Recurrent Monotone Functions on a Set of Parameterized Paths in Digraph
(BPI, 1999)A problem of finding optimal parameterized path in digraph is considered. A parameterized path is a path each arc of which is assigned a parameter fforn a given set. A superposition of recurrentmonotone functions is accepted as an objective fimction where one of the functions is defined by using max ...20210727

MultiScale Image Analysis and Applications in Framework of the Intas 96785 Project
(BPI, 1999)MultiScale Image Analysis and Applications in Framework of the Intas 96785 Project / H. J. A. M. Heijmans [and etc.] // International Conference on Neural Networks and Artificial Intelligence ICNNAI’99 = Международная конференция по нейронным сетям и искусственному интеллекту ICNNAI’99 : Proceedings, ...20210727

Program Improvement of Quality of the Images at 2D Acoustic Visualization
(BPI, 1999)The various program methods are offered (linear filtration, processing on special functions with an adjustable weights, colorcoding) to improve the images quality at 2D acoustic visualization of solidstate products, which are illustrated on an example of researches of friction pair. Overlapping the ...20210727

Computer Modeling the Excitonic Reflection and Photoluminescence Spectra of GaN Epitaxial Layers
(BPI, 1999)Photoluminescence (PL) and reflection excitonic spectra o f GaN single layer grown on sapphire substrate by MOVPE were modeled with aim to estimate a basie parameters o f free A and B excitons. The calculations were performed in the frame o f twooscillator model for dielectric function e(E). Three ...20210727

Synthesis of a Test Generator for a Builtln SelfTest Scheme
(BPI, 1999)This paper presents a new algorithm for the automated synthesis of pseudorandom test patterns generators for Builtln Self Test schemes with a mixed testmode. The experimental resulls showan opportunity of using the given method on a design stage of circuits producing In this paper it is shown that ...20210727

The Universal Contact Device for Monitoring Printed Circuit Cards
(BPI, 1999)Shoot, V. The Universal Contact Device for Monitoring Printed Circuit Cards / V. Shoot, I. Prozherin // International Conference on Neural Networks and Artificial Intelligence ICNNAI'99 = Международная конференция по нейронным сетям и искусственному интеллекту ICNNAI'99 : Proceedings, Brest, Belarus, ...20210727

Anomalies of Reflection of Acoustic Pulses from Boundary with Strong Dissipatiye Medium
(BPI, 1999)In given work the longitudinal acoustic waves reflection from boundary of a solid body with dissipative liquid theoretically is considered. The essential dependence of factor of signal reflection and its phase from factor of absorption of ultrasound in dissipative medium is shown. The experimental ...20210727

Application of Genetic Algorithms for Solutions of the Task Is Frequent – Territorial Plannings Group Radio Electronic Equipment
(BPI, 1999)One from the important problems, is a problem of limited frequencyТs number between radio electronic equipment's (REE) within large group. It is necessary that all REE may operate with specific correlation of signalnoise (interference) on boundaries of their service's zones, сon sideling of electromagnetic ...20210727

Walsh Operators of Edge Detection for GrayScale Images
(BPI, 1999)Walsh operators are proposed that may be used in image processing for edge detection. These operators based on discrete twodimensional Walsh functions of appropriate dimensionality. The algorithms of a calculation of operators and the algorithm of edge detection are represented.20210727

Architecture of Computer Vision Software System
(BPI, 1999)The software o f the Computer vision systems is complicated. The authors discuss the principles of Computer vision systems organization and propose the architecture for such software system.20210727

Unsupervised Training Algorithm for Recirculation Neural Network
(BPI, 1999)Unsupemised learning is the great promise of the future. In such training the network is provided with inputs but not with desired outputs. Unsupemised learning is used for the principal component networks. This paper describes a nerw method for training of the recirculation networks. Such method is ...20210727

The Application of SelfOrganizing Neural Networks in Financial Market Analysis
(BPI, 1999)The problem of comparison of different companies is facing, when analyzing company's performance in stock exchange market. Due to many different fmancial ratios and parameters sometimes it is almost impossible to decide which company is a leader or not. One of the ways to solve this problem is the use ...20210727

Neuroelectronic Systems: Binding Neurons to Electric Circuits
(BPI, 1999)This paper is devoted to description of a new type of information system based on interaction of biological neurons and electronic components – neuroelectronic (NE) system. Main features and components, like neural network sensor, of NE are briefly put into consideration followed with an example of ...20210727