Methods › General › Activation Functions › Hermite Activation
Hermite Polynomial Activation
Hermite Activation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Hermite Activations is a type of activation function which uses a smooth finite Hermite polynomial base as a substitute for non-smooth ReLUs.
Relevant Paper: Lokhande et al
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.
-
Polynomial, trigonometric, and tropical activations 3 Feb 2025 · 1 repository · arXiv:2502.01247
-
The Expressivity and Training of Deep Neural Networks: toward the Edge of Chaos? 11 Oct 2019 · 0 repositories · arXiv:1910.04970
-
Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations 12 Sep 2019 · 1 repository · arXiv:1909.05479
Tasks archive 2025-07-28
9 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 |
|---|---|
| Image Classification | 2 |
| image-classification | 2 |
| Language Modelling | 1 |
| Pseudo Label | 1 |
| Text Generation | 1 |
| Time Series | 1 |
| Time Series Analysis | 1 |
| Time Series Prediction | 1 |
| Transductive 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
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections