Central Asian Journal of Theoretical and Applied Science
Not a member yet
1236 research outputs found
Sort by
Perceptron in Supervised, Semi-Supervised, Unsupervised Learning and Artificial Neural Network
No full textThe proficient realization of a distinct neuron is needed for on a broad scale, software defined recognition of an artificial neural network (ANN). The majority of reconfigurable computing systems equipped with FPGAs are suitable for NN hardware execution. Understanding ANNs on an FPGA It's difficult to work with a huge number of neurons. Since relatively high statistic (HOS) maintain spectral analysis, this study uses one-dimensional slices from the higher-order spectral domain of normal and ischemic subjects. A feedforward multilayer neural network (NN) with error back propagation is used in this learning algorithm (BP). Different NN structures are evaluated using two data sets derived from polyspectrum slices and polycoherence. This paper compares and contrasts reviews of numerous research papers on neural networks, with an emphasis on the FPGA-based activity of multiple activation function and mesoporous with or without linearity properties. It is intended to change signed decimal facts using a reserve substitution execution technique. For the proposed work, a thorough analysis of numerous research papers was conducted. To find a template for the diagnosis, the suggested paper uses a Multi-Layer Perceptron with a back-proliferation learning technique. A brief introduction to artificial neural networks, as well as applications, is given in this paper
Tesseract Aid for Blind People Using Optical Character Recognition (OCR) Algorithm
No full textGreat vision is a valuable gift, yet tragically, vision misfortune is becoming normal these days. Outwardly impeded individuals report countless hardships in their everyday life. One of the primary and most significant challenges is understanding texts. To assist with blinding individuals, the visual world must be changed into the sound world with the possibility to illuminate them about texts they are running over. In this venture, we will quite often give them a gadget that could help them in their consistently exercises by assisting them with further developing perusing and advancing by changing over visual texts into sound signs. This gadget catches the picture when pointed by the client and finds the message present in the picture. The text is then separated from the picture and changed over into sound to give the client an explained result. This task assists us with distinguishing different hardships in identifying and perceiving text progressively by a normal outwardly hindered individual and foster answers for help them. In our methodology, we have utilized OCR (Optical Character Recognition) for text-level forecasts, and afterward we get the boxed math result of the relative multitude of texts in the pictures. Then, at that point, for acknowledgment of the text, we give it to tesseract OCR to get the separated text, and afterward we convert the text to discourse for the result. The primary inspiration driving our undertaking is to assist outwardly debilitated individuals with bettering perceive every one of the texts before them and assist them with carrying on with their everyday life very much like some other ordinary individua
Autonomy Underwater Drone-Detailed Literature Study
No full textAutonomy robots (AUDs) are controller submerged robots driven by a person or a group on the earth’s surface level. A series of wires connects the administrator and the AUD, attaching these drones. Every AUD has been outfitted with a propulsion system, video camera and lights. A novel concept has been proposed. The AUD system is a ZigBee-based mobile robot that moves and controls the AUD
Analysis of the Impact of Investments on the Development of Economic Indicators of the Region
No full textthis article discusses the role of investment in the development of economic indicators. The types of investments, their significance and role in the economy of the region are analyzed
Системный Подход К Повышению Транспорно-Эксплуатационных Качеств Дорог
No full textВ статье освещается результаты научных исследований, направленных на подготовку и повышению квалификации специалистов-дорожников, повышению уровня транспортно -эксплуатационных качеств автомобильных дорог, основанного на создание электронной базы данных транспортно -эксплуатационного состояния автомобильных дорог и разработку автоматизированного программного обеспечения, привязанного к геоинформационной системе
Существующая Состояния И Перспективы Развития Производственной Мощности Разреза Ангренский
No full textВ данной работе рассматривается существующая состояния и перспективы развития горных работ на угольном разрезе “Ангренский”. Приведены результаты расчетов производственных мощностей по новому проектному решению разработки разреза Ангренский
Design of an Effective Heating System for Residential and Public Buildings
No full textHeating of public buildings is one of the main sections of construction equipment. Heating installation of systems and appliances is carried out simultaneously with the start of construction of the building firstly, it is done together. In recent years, the efficiency of heating systems has been improved in two directions. Firstly, thanks to new innovations and modernization of old heating systems, the efficiency and energy efficiency of heating boilers will increase. The second direction that increases efficiency is the improvement of thermal insulation cladding materials used in construction
Композиционные Полимерные Материалы Для Использования В Рабочих Органах Хлопкоперерабатывающих Машин И Механизмов
No full textИспользованые антифрикционные и антифрикионно-износостойкие композиционные материалы на основе полиэтилена высокой плотности, обладающие хорошей механической прочностью, высокой износостойкостью и низким коэффициентом трения. Могут быть рекомендованы для изготовления рабочих органов хлопковых машин и механизмов хлопкоочистительной промышленности
Design Features of Photoelectric Asymmetric Concentrators
No full textthis article presents the design characteristics of a photovoltaic asymmetric parabolic cylindrical device. The dimensions of the structure are also indicated
Increasing the Safety of Construction in the Construction of Large-Span Bridges
No full textCurrently, much attention is paid to urban infrastructure and transport congestion in the city from the large flow of vehicles. The system provides for large-span bridges, the construction of which has increased markedly in comparison with the previous decade. Therefore, the security issue is quite relevant. Objective to describe safety procedures and methods in the construction of long-span bridges and to improve the device to improve safety of construction works in Uzbekistan