Open AccessModelling and simulation of artificial neural networks using software SIMBRAIN
Author(s) -
Yoana Ivanova
Publication year - 2021
Publication title -
godišnik telekomunikacii/godišnik na departament telekomunikacii
Language(s) - English
Resource type - Journals
eISSN - 2534-854X
pISSN - 2367-5039
DOI - 10.33919/ytelecomm.20.7.9
Subject(s) - computer science , artificial neural network , artificial intelligence , tracing , perception , yearbook , software , management science , machine learning , engineering , neuroscience , library science , biology , programming language , operating system
This paper is considered to be a continuation of a previous publication devoted to tendencies in the applications of advanced technology solutions to strengthen the cybersecurity of critical infrastructure (Yearbook Telecommunications, vol. 6, 2019). The specificity of the research is related to tracing the evolution of artificial neural networks (ANN) from their establishment to their modelling and simulation. The theoretical framework involves a well-supported rationale by some practical examples of advanced methods of design and simulation of ANN using SIMBRAIN. These methods are applicable in Cognitive science and Robotics because of their contribution to scientific researches related to study of perceptions and behaviors, abilities of decision making, pattern recognition and morphological analysis and etc.