Methods › General › Activation Functions › Softsign Activation
Softsign Activation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Softsign is an activation function for neural networks:
f(x) = (x/(|x|+1))
Image Source: Sefik Ilkin Serengil
Papers archive 2025-07-28
12 shown of 12, 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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Trainable Activations for Image Classification 26 Jan 2023 · 1 repository
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Clarinet: A Music Retrieval System 23 Oct 2022 · 1 repository · arXiv:2210.12648
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Estimating Parameters of the Tree Root in Heterogeneous Soil Environments via Mask-Guided Multi-Polarimetric Integration Neural Network 27 Dec 2021 · 0 repositories · arXiv:2112.13494
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ParaNet: Deep Regular Representation for 3D Point Clouds 5 Dec 2020 · 0 repositories · arXiv:2012.03028
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Learning from a Complementary-label Source Domain: Theory and Algorithms 4 Aug 2020 · 1 repository · arXiv:2008.01454Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
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Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation 29 Jul 2020 · 1 repository · arXiv:2007.14612Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
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Parallel Neural Text-to-Speech 1 Jan 2020 · 0 repositories
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Multi-Speaker End-to-End Speech Synthesis 9 Jul 2019 · 0 repositories · arXiv:1907.04462
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Non-Autoregressive Neural Text-to-Speech 21 May 2019 · 2 repositories · arXiv:1905.08459Syntology ran 2 of 7 samples · 5 unverified
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Neural source-filter waveform models for statistical parametric speech synthesis 27 Apr 2019 · 0 repositories · arXiv:1904.12088
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ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech 19 Jul 2018 · 5 repositories · arXiv:1807.07281Syntology ran 1 of 13 samples · 12 unverified
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Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning 20 Oct 2017 · 7 repositories · arXiv:1710.07654Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
13 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
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