1 / 1

Contributors: Eng-Yeow Cheu, See-Kiong Ng, and Hiok-Chai Quek

School of Computer Engineering. Presented by: Division of Computer Science Centre for Computational Intelligence. An Interval Type-2 Neural Fuzzy Inference System based on Piaget’s Action-Cognitive Paradigm Objective

walden
Télécharger la présentation

Contributors: Eng-Yeow Cheu, See-Kiong Ng, and Hiok-Chai Quek

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. School of Computer Engineering Presented by:Division of Computer Science Centre for Computational Intelligence • An Interval Type-2 Neural Fuzzy Inference System based on Piaget’s Action-Cognitive Paradigm • Objective • To construct fuzzy model from cognitive development and biological neuronal level. • To support cognitive reasoning with imprecise information under linguistic and numerical uncertainties. • Approach • Data-driven interval type-2 Neural Fuzzy Inference System that is able to automatically acquire the linguistic model to support cognitive reasoning with imprecise information under additional uncertainties. • Result Learning Method Structure of interval type-2 Neural Fuzzy Inference System Action-Driven Structure Identification Actions Specification Formation of scatter-based input fuzzy partitions Adaptation of input fuzzy partitions Prune overlapping input fuzzy partitions Rule generation Parameter Tuning Example: Nonlinear System Interval Type-2 Membership Functions (MF) Input 1 MFs Input 2 MFs Output MFs Contributors: Eng-Yeow Cheu, See-Kiong Ng, and Hiok-Chai Quek www.ntu.edu.sg

More Related