Rational Neural Networks have Expressivity Advantages | ScienceToStartup | ScienceToStartup

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References (33)

[1]

Balancing Expressivity and Robustness: Constrained Rational Activations for Reinforcement Learning

2025Rafal Surdej, Michal Bortkiewicz et al.

[2]

MNO : A Multi-modal Neural Operator for Parametric Nonlinear BVPs

2025Vamshi C. Madala, N. Govindarajan et al.

[3]

Transformers with Learnable Activation Functions

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"Exploring the expressivity of rational activation functions in neural networks for enhanced parameter efficiency."

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Rational Neural Networks have Expressivity Advantages

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