An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams

26 Aug 2018Mahardhika PratamaWitold PedryczGeoffrey I. Webb

Existing FNNs are mostly developed under a shallow network configuration having lower generalization power than those of deep structures. This paper proposes a novel self-organizing deep FNN, namely DEVFNN... (read more)

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