GEMM-SaFIN(FRIE)++ : explainable artificial intelligent with episodic memory

• Main Author: Ko, Nelson Mingwei
• Other Authors: Quek Hiok Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Software::Software engineering
• Online Access: https://hdl.handle.net/10356/137999
• Institution: Nanyang Technological University

Neuro-fuzzy systems are hybrid systems that take advantage on the functionalities of fuzzy logics and neural networks. The IF-THEN fuzzy rules allow good interpretability for human experts to understand the correlation between inputs and outputs. However, only the neuro-fuzzy’s designer knows the me...