Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2402.09092.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:39:09.621769Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T15:05:47.920605Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 291d13ce-a8c7-45a3-8c66-db1ccc9a91cc · inbound
Hybrid activation functions for deep neural networks: S3 and S4 -- a novel approach to gradient flow optimization cites this paper.
Hybrid activation functions for deep neural networks: S3 and S4 -- a novel approach to gradient flow optimization Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:39:09.621769Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1155af97-6cc8-4fb2-bdff-300e764a7911 · inbound
Evolving Multi-Channel Confidence-Aware Activation Functions for Missing Data with Channel Propagation cites this paper.
Evolving Multi-Channel Confidence-Aware Activation Functions for Missing Data with Channel Propagation Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T22:10:21.369826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 80446804-5e4e-4d95-a466-ae6900827be1 · inbound
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines cites this paper.
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T07:03:06.196408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1fa8fa27-2cf9-496a-9fa4-9488c2ed9ed0 · inbound
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines cites this paper.
Activation Functions, Statistics and Learning of Higher-Order Interactions in Restricted Boltzmann Machines Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T15:05:47.921900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5004ce4c-b045-4b48-bbd4-71c1b3c0c864 · inbound
PowLU: An Activation Function for Stable Pre-Training of LLMs cites this paper.
PowLU: An Activation Function for Stable Pre-Training of LLMs Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T21:53:59.469206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3cde7aeb-dcfb-438b-97e1-51cb87877f4d · inbound
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function cites this paper.
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T00:50:20.754056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 428c019b-d6df-419d-a914-06c5ba369672 · inbound
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function cites this paper.
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T16:31:41.890227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation caa23dfa-cf21-49c3-b5cb-350b5b744840 · inbound
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function cites this paper.
A Structural Interpretation of GELU and Threshold-Transmission Activations via the First-Order Loss Function Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T08:53:44.547521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.