Browsing 2019 International Conference "Electrical, Electronic and Information Sciences“ (eStream) by Department "Elektroninių sistemų katedra / Department of Electronic Systems"
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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 ... -
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 ... -
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 ... -
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 ... -
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.