HYFISHybrid Neural Fuzzy Inference System
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These neural-fuzzy systems include a Hybrid Neural-Fuzzy Inference System (HyFIS) [35], a Dynamic Fuzzy Neural Network (D-FNN) [36], a Subsethood-Product Fuzzy Neural Inference System (SuPFuNIS) [37], and a Generalized Fuzzy Neural Network (GFNN) [38].
Kasabov, "HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems," Neural Networks, vol.
Models HyFIS D-FNN SuPFuNIS G-FNN Rule number 16 5 4 10 Test RMSE 0.0100 0.0131 0.0075 0.0056 Models CCACO ACODM-I Rule number 4 4 Test RMSE 0.0061 0.0058