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Activation functions in deep learning: A comprehensive survey and benchmark

Shiv Ram Dubey, Satish Kumar Singh, B.B. Chaudhuri

2022Neurocomputing1,105 citationsDOI

Topics & Concepts

Sigmoid functionBenchmark (surveying)Artificial neural networkComputer scienceSeparable spaceSmoothnessActivation functionRange (aeronautics)Artificial intelligenceHyperbolic functionMonotonic functionDeep learningNonlinear systemMachine learningMathematicsMaterials scienceGeographyMathematical analysisGeodesyComposite materialQuantum mechanicsPhysicsCurrency Recognition and DetectionAdvanced Neural Network ApplicationsMachine Learning and ELM
Activation functions in deep learning: A comprehensive survey and benchmark | Litcius