An embedded deep fuzzy association model for learning and explanation

• Main Authors: Xie, Chen, Rajan, Deepu, Prasad, Dilip K., Quek, Chai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Neuro-Fuzzy Systems; Deep Learning Network
• Online Access: https://hdl.handle.net/10356/164597
• Institution: Nanyang Technological University

This paper explores the complementary benefits of embedding a deep learning model as a fully data-driven fuzzy implication operator of a five-layer neuro-fuzzy system for learning and explanations for the predictions of both steady-state and dynamically changing data. In traditional Mandani-type neu...