Squashing activation functions in benchmark tests: Towards a more eXplainable Artificial Intelligence using continuous-valued logic

Author:

Zeltner Daniel,Schmid BenediktORCID,Csiszár GáborORCID,Csiszár OrsolyaORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference33 articles.

1. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI;Barredo Arrieta;Inf. Fusion,2020

2. Towards fast and understandable computations: Which “and”- and “or”-operations can be represented by the fastest (i.e., 1-layer) neural networks? Which activations functions allow such representations?;Alvarez;Acta Polytech. Hung.,2021

3. Fuzzy Logic and Mathematics: A Historical Perspective;Belohlavek,2017

4. Fuzzy Sets and Fuzzy Logic;Klir,1995

5. Uncertain Rule-Based Fuzzy Systems;Mendel,2017

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