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Title:Sistem za prikazovanje nevronskih mrež v 3D in realnem času 3D neurovis : magistrsko delo
Authors:ID Celcer, Matevž (Author)
ID Zorman, Milan (Mentor) More about this mentor... New window
Files:.pdf MAG_Celcer_Matevz_2023.pdf (3,22 MB)
MD5: E90C4B86AB7024A83365EB957B732C38
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V zaključnem delu je predstavljen naš produkt 3D Neurovis, primerjava s podobni deli in tehnologija, ki je bila uporabljena. Namen tega projekta je bil ustvariti program, ki uspešno vizualizira delovanje nevronskih mrež. Program vizualizira nevronske mreže v realnem času in v 3D. Odkrili smo, da ni veliko projektov, ki prikazujejo vse lastnosti nevronskih mrež v realnem času, kot so nevronska dinamika, nevronska plastičnost, nevronska struktura in nevronski spomin. Prav tako ni dosti projektov, ki so kompatibilni s ROS sistemom. Naš produkt naslavlja to pomanjkanje. Projekt je zamišljen kot nadgradnja predhodnika Neurovis.
Keywords:Nevronska mreža, ROS, Vizualizacija, Vizualizacija nevronskih mrež, Nevronske mreže in roboti
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[M. Celcer]
Year of publishing:2023
Number of pages:1 spletni vir (1 datoteka PDF (82 f.))
PID:20.500.12556/DKUM-84261 New window
UDC:004.032.26.031.43(043.2)
COBISS.SI-ID:158064131 New window
Publication date in DKUM:07.06.2023
Views:539
Downloads:84
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-SA 4.0, Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Link:http://creativecommons.org/licenses/by-nc-sa/4.0/
Description:A Creative Commons license that bans commercial use and requires the user to release any modified works under this license.
Licensing start date:10.05.2023

Secondary language

Language:English
Title:A system for displaying neural networks in 3D and real time 3D neurovis
Abstract:In the following text we will present our product 3D Neurovis, compare it with similar works and technologies that were used for the creation of the product. The purpose of the project was to create a software that successfully visualizes the inner workings on neural networks. The software visualizes neural networks in real time and in 3D space. We’ve noticed a lack of projects that display all features of neural networks in real time. Those are neural dynamics, neural plasticity, neural structure and neural memory. Furthermore, there are not a lot of projects in this field that are compatible with the ROS system. The project was initiated to satisfy the lack of forementioned features. The project was created as an upgrade to the Neurovis project.
Keywords:Neural network, ROS, Visualization, Visualization of neural networks, Neural networks and robots


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