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Просмотр по издательству "BrSTU"
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A Framework for Parallel Processing of Image Dataflow in Industrial Applications
(BrSTU, 2006)Basic algorithms and processing technologies of integrated circuit layout images are considered. The images represented as a set of frames can regard as a dataflow and the processing are perfectly suited for parallel implementation. Framework architecture for designing parallel systems of image dataflow ...2023-11-24
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A Fuzzy-CMAC Based Hybrid Intuitive Approach for Biped Robot’s Adaptive Dynamic Walking
(BrSTU, 2006)In this paper, we have proposed a new neural network based hybrid intuitive approach for biped robot's adaptive walking. Our approach takes advantage on the one hand from a Fuzzy-CMAC based stage and on the other hand from high level intuitive control strategy involving only the regulation of the ...2023-11-28
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A Modification of the FCM-CV-algorithm and Its Application for Radar Portraits Classification
(BrSTU, 2006)Sadowska, K. A Modification of the FCM-CV-algorithm and Its Application for Radar Portraits Classification / K. Sadowska A. Sharamet // International Conference on Neural Networks and Artificial Intelligence : proceedings, Brest, 31 May – 2 June, 2006 / Edited: V. Golovko [et al.]. – Brest : BSTU, ...2023-11-23
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A Neural Network Based Speech Recognition System For Isolated Tamil Words
(BrSTU, 2006)Speech recognition is always looked upon as a fascinating field in human computer interaction. It is one of the fundamental steps towards understanding human cognition and their behavior. White most of the literature on speech recognition is based on Hidden Markov Models (HMM). This paper presents a ...2023-11-24
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A Steganographic Method Using Learning Vector Quantization
(BrSTU, 2006)The new technique for embedding image data is presented. The message is subjects to vector quantizer by neural network. The modified data is inserted into the coiner in the wavelet transform domain. The vector quantization enables to increase the capacity of embedded data. The experimental results ...2023-11-29
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A weighting function approach for neural network nonlinear time series analysis of satellite remote sensing of rainstorms
(BrSTU, 2006)One of frequently used neural networks, i.e., a radial-based function network (RBFN) with Gaussian activation functions is employed to study the nonlinear time series by carrying out the characterization experiments for a GMS- 5 satellite 11 µm IR observations of rainstorm process. The proposed ...2023-11-27
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Algorithm for calculating the mutual correlation function for a video surveillance system
(BrSTU, 2006)This paper describes a new algorithm to calculate cross-correlation function. We combined box filtering technique for calculation of cross correlation coefficients with parallel processing using MMX/SSE technology of modem general purpose processors. We have used this algorithm for real time optical ...2023-11-27
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An Approach to Interplanetary Shocks Prediction Using Single ACE/EPAM Channel Data
(BrSTU, 2006)An approach to prediction of the arrival time of interplanetary shocks using neural networks based on the data gathered from single EPAM (Electron, Proton and Alpha Monitor) channel o f NASA's ACE (Advanced Composition Explorer) spacecraft is proposed in this paper. A short description of ACE spacecraft ...2023-11-24
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An Approach to Solving Face Detection Task
(BrSTU, 2006)In this paper a pattern-recognition based approach to solving face detection task is proposed. All main steps are revealed and algorithms for their solution are built. It is shown that these algorithms in the aggregate effectively solve the face detection task. The conditions when the exact solution ...2023-11-24
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An Artificial Neural Network Based Approach to Mass Biometry Dilemma Taking advantage from IBM ZISC-036 Neuro-Processor Based Massively Parallel Implementation
(BrSTU, 2006)Over the recent past years, new public security tendency to fit up public areas with biometric devices has emerged new requirements in biometric recognition dealing with what we call here "mass biometry". Ifthe main goal in "individual biometry" is to authenticate and/or identify an undesired individual ...2023-11-28
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Analysis of approaches to design voice conversion systems
(BrSTU, 2006)Analysis of approaches to design voice conversion systems is proposed in this paper. Base on analysis we give principles of voice conversion system, speech modes will be used to represent parameters of speech signal and acoustic characteristics will influence the quality of system. Moreover, we compare ...2023-11-27
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Analysis of the non-linear methods for foundation settlement anessment
(BrSTU, 2021)The article discusses methods for calculating foundation settlement based on various approaches to solutions of the theory of limit equilibrium. The analysis of foundation settlement calculations in the linear and nonlinear stages of the subsoil reaction according to the Belarusian and Russian regulatory ...2021-12-03
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Analysis of the strain-stress state of the bend-ing continuous RC-beams with hybrid reinforcement in the tensile zone under intermediate support
(BrSTU, 2021)The article considers the proposed model describing the stress-strain state of bent statically indeterminate reinforced concrete beams with combined reinforcement (the joint arrangement of metal and composite rods) of the stretched zone of the central support section, based on the positions of the ...2021-12-03
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Applet for the geometric Interpretation of the derivative
(BrSTU, 2019)Rakhlei, V. Applet for the geometric Interpretation of the derivative / V. Rakhlei // Collection of competitive scientific works of students and undergraduates : in 2 parts / Ministry of Education of the Republic of Belarus, Brest State Technical University; Editorial: N. N. Shalobyta [et al.]. – Брест ...2019-11-27
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Application of the theorem of change of kinetic energy to studying of the movement of mechanical system : tasks and methodical instructions for performing calculated graphic works on a course "Theoretical mechanic" for students of a specialty 1-70 02 01 "Industrial and civil engineering"
(BrSTU, 2017)The theoretical mechanics is one of the main all-technical disciplines which are the base for studying of special disciplines and training of the qualified, engineers of technical specialties. For acquirement of Skills of engineering calculations students perform calculated graphic works on the main ...2022-09-28
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Applying Natural Computation to Real World Business – Selected Highlights from Cercia
(BrSTU, 2006)Bringing cutting-edge natural computation research into industry is a challenging task, with numerous obstacles to overcome. In this paper I describe a few selected projects that we have developed at the Centre of Excellence for Research in Computational Intelligence and Applications (Cercia) and I ...2023-11-29
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Approaches to estimate the socio-economic risks caused by the river flood
(BrSTU, 2022)The issues of forecasting damage caused by flooding of anthropogenically transformed territories in a river floodplain of a plain type are considered based on the case of the floodplain of the Pripyat River. A method of spatial analysis of the level of the territory usage and the depth/duration of ...2023-02-17
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Artificial Immune Systems for Information Security: Comparative Analysis of Negative and Positive Selections
(BrSTU, 2006)The artificial immune system is a new, perspective system for protection of computer systems from viruses. Training and selection of detectors is necessary in artificial immune system, as it prevents break-in of unnecessary detectors. This paper presents comparative analysis of two methods detectors ...2023-11-29
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Artificial Intelligence and Neural Networks The Legacy of Alan Turing and John von Neumann
(BrSTU, 2006)The work of Alan Turing and John von Neumann on machine intelligence and artificial automata is reviewed. Turing's proposal to create a child machine with the ability to Ieam is discussed. Von Neumann's had doubts that with teacher based learning it will be possible to create artificial intelligence. ...2023-11-29
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Can neural networks holistically reprogram themselves through their own observation?
(BrSTU, 2006)Neural networks (NNs) are inspired -at least metaphorically -from biological solutions nature selected by evolution. On one hand, learning algorithms' efficacy has been widely demonstrated experimentally, even if the mathematical proof of their convergence is not always very easy to establish (SOM). ...2023-11-23
