Modelling and simulation of artificial neural networks using software SIMBRAIN

  • Yoana Ivanova
Keywords: artificial neural networks; evolution; digitization; modelling; simulation; perceptron; Braitenberg vehicles; backpropagation

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.

Published
2021-08-12
How to Cite
Ivanova, Y. (2021). Modelling and simulation of artificial neural networks using software SIMBRAIN. Yearbook Telecommunications, 7, 71-81. https://doi.org/10.33919/YTelecomm.20.7.9