KANFIS: A Neuro-Symbolic Framework for Interpretable and Uncertainty-Aware Learning

Binbin Yong, Haoran Pei, Jun Shen +3

Adaptive Neuro-Fuzzy Inference System (ANFIS) was designed to combine the learning capabilities of neural network with the reasoning transparency of fuzzy logic. However, conventio…