Advanced · Neural Networks
Adaptive neuro fuzzy inference system (ANFIS)
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. ANFIS integrates neural networks and fuzzy logic to approximate nonlinear functions and learn from data.
Technical Definition
ANFIS integrates neural networks and fuzzy logic to approximate nonlinear functions and learn from data.
How it works
Adaptive Neuro Fuzzy Inference System (ANFIS) is a hybrid system that combines the learning capabilities of neural networks with the rule-based reasoning of fuzzy logic. It excels at approximating complex nonlinear functions and is frequently used for tasks requiring both precise modeling and human-like decision-making.
Related Concepts
- Fuzzy logic — A logic system that uses 'degrees of truth' between 0 and 1, allowing for imprecise reasoning.