Modelling and simulation of artificial neural networks using software SIMBRAIN
Modelling and simulation of artificial neural networks using software SIMBRAIN
Author(s): Yoana IvanovaSubject(s): Social Sciences, Education, Media studies, Communication studies, Theory of Communication, Higher Education
Published by: Нов български университет
Keywords: artificial neural networks; evolution; digitization; modelling; simulation; perceptron; Braitenberg vehicles; backpropagation
Summary/Abstract: 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.
Journal: Годишник Телекомуникации
- Issue Year: 2020
- Issue No: 7
- Page Range: 71-81
- Page Count: 11
- Language: English
