Browsing 2019 International Conference "Electrical, Electronic and Information Sciences“ (eStream) by Institution "Vilnius Gediminas Technical University"
Now showing items 1-18 of 18
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Adaptation of Convolution and Batch Normalization Layer for CNN Implementation on FPGA
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)The article presents integration process of convolution and batch normalization layer for further implementation on FPGA. The convolution kernel is binarized and merged with batch normalization into a core and implemented ... -
Analysis and Method for Reducing the Noise of a Vertical Channel of the Sampling Oscilloscope
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)The approach to reduce the noise of a vertical channel of the sampling oscilloscope is presented in this paper. In general, the vertical channel of the sampling oscilloscope consists of a high-frequency sampling circuit ... -
Automated Digital Terrain Elevation Modification By Procedural Generation Approach
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Creative content requires a lot of human resources. Computational creativity gets more attention as computational resources are getting fast enough to quickly create automated content with enough precision and similarity ... -
Comparison of Multi-Layer Perceptron and Cascade Feed-Forward Neural Network for Head-Related Transfer Function Interpolation
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Acoustic Virtual Reality (AVR) is a popular field of today's research, and the technologies it explores allow users to experience the virtual reality even more interactively, creating a sense of being truly involved into ... -
Computer-aided Investigation of Magnetic Fields Induced by Energy Saving Bulbs
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)This article presents the research methodology and results for testing magnetic field generation by energy-efficient light bulbs in the frequency range between 20 Hz and 48 kHz. A high-definition PC sound system tailored ... -
Credulity to Phishing Attacks: A Real-World Study of Personnel with Higher Education
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Phishing is an attack where the attacker creates the fake object (e-mail, web site, etc) to fool an online user into eliciting personal information. This is a base for a big variety of other security attacks as during this ... -
Estimation of Sound Source Direction of Arrival Map Using Convolutional Neural Network and Cross-Correlation in Frequency Bands
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)In this paper, we present an evaluation of the usage of a convolutional neural network (CNN) for the estimation of the sound source direction of arrival (DoA) map. Cross-correlations in different frequency bands, calculated ... -
Implementation of Machine Learning Algorithms for Autonomous Robot Trajectory Resolving
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Machine learning in the modern industry and transport became a hot issue and its implementation finding broad field in recent activities in industry and daily life. Robotic is widely using machine learning of different ... -
Industry 4.0: Methodologies, Tools and Applications
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)The concept of 4th Industrial Revolution, that is characterized by the increasing digitalization of products and services (Internet of Everything) and interconnection of new business models and value chains, has been a ... -
LTE Cell Traffic Grow and Congestion Forecasting
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Recent popularity grow of predictive analysis is growing in many fields. Importance to forecast mobile traffic for each LTE cell can bring mobile network planning advantages for the operator. It can help operators to spend ... -
Machine Learning Application in Predictive Maintenance
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Industrial organizations worldwide cannot ignore Industry 4.0 and its impact to their businesses. The biggest struggle is to find the way how to adopt all the possibilities for each plants unique use cases. In those ... -
Migrating Legacy Software to Microservices Architecture
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)As a legacy monolithic software become too large to deal with, many enterprises are drawn to breaking them down into the microservices architectural style. Migrating a monolithic architecture to an ecosystem of microservices ... -
Modelling of Six-phase Electric Drive with Fuzzy Controller
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)The paper presents MATLAB Simulink model of symmetrical six-phase motor drive controlled by the six- phase frequency converter and analyses its performance at indirect rotor flux field oriented control mode. The new control ... -
Proceedings of the 2019 Open Conference of Electrical, Electronic and Information Sciences (eStream’2019): Organizers Foreword
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the conference event and publication of the proceedings record. -
Research of the Horizontal Pendulum base Harvester for Low Energy Density Systems
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)A proposed energy harvesting system intended to convert ambient mechanical vibration into electrical energy to power autonomous low power electronic systems. The device operation based on non-holonomic vibration system, ... -
Text Classification using Different Feature Extraction Approaches
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)In this paper, we examine the results of applying three different text feature extraction approaches while classifying short sentences and phrases into categories with a neural network in order to find out which method is ... -
Trends and Challenges of Multimodal User Interfaces
(2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2019, Vilnius, Lithuania, 2019)The development of information technologies brings new possibilities for its users. The development is noticeable in user interface design as well - new data input and output methods and facilities are proposed, increasing ...