NeuroFuzzyAdam: A Fuzzy-Enhanced Adaptive Optimization Algorithm for Deep Learning
NeuroFuzzyAdam is proposed, a novel optimizer that integrates fuzzy logic-based scalar modulation directly into the Adam update rule to improve learning stability and generalization and suggests that incorporating fuzzy logic into optimization dynamics presents a promising direction for enhancing robustness in neural n...