Methods › General › Adaptive Activation Functions › Rational Activation function
Rational Activation function
Introduced by Alejandro Molina et al. in Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
3 shown of 3, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Transformers with Learnable Activation Functions 30 Aug 2022 · 2 repositories · arXiv:2208.14111Syntology ran 2 of 3 samples · 1 unverified · 1 pointer-only (licence)
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Adaptive Rational Activations to Boost Deep Reinforcement Learning 18 Feb 2021 · 4 repositories · arXiv:2102.09407Syntology ran 6 of 6 samples · 0 unverified · 3 pointer-only (licence)
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Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks 15 Jul 2019 · 5 repositories · arXiv:1907.06732Syntology ran 3 of 4 samples · 1 unverified
Tasks archive 2025-07-28
7 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Atari Games | 1 |
| Deep Reinforcement Learning | 1 |
| General Reinforcement Learning | 1 |
| Image Classification | 1 |
| Reinforcement Learning | 1 |
| Reinforcement Learning (RL) | 1 |
| reinforcement-learning | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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