Presentation of a Processing Structure with Ability of Chaotic, Fuzzy and Neural Models, Ph.D. Dissertation Sharif University of Technology ; Bagheri Shouraki, Saeed (Supervisor)
Abstract
Research on how the human brain processes information leading to the creation of two major groups in the field of soft computing. The first group believes that information is being processed based on linguistic concepts and if-Then rules. Fuzzy logic is based on this idea and tries to avoid exact calculations in information processing tasks. Second group believes that the power of human brain in processing is because of a large network of neurons with small abilities. These studies led to the presentation of artificial neural networks algorithms. Spiking neural network is known as third generation of artificial neural networks and tries for processing information using a real model of brain...
Cataloging briefPresentation of a Processing Structure with Ability of Chaotic, Fuzzy and Neural Models, Ph.D. Dissertation Sharif University of Technology ; Bagheri Shouraki, Saeed (Supervisor)
Abstract
Research on how the human brain processes information leading to the creation of two major groups in the field of soft computing. The first group believes that information is being processed based on linguistic concepts and if-Then rules. Fuzzy logic is based on this idea and tries to avoid exact calculations in information processing tasks. Second group believes that the power of human brain in processing is because of a large network of neurons with small abilities. These studies led to the presentation of artificial neural networks algorithms. Spiking neural network is known as third generation of artificial neural networks and tries for processing information using a real model of brain...
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