Paper Citation Record · LEDGER

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy

As of 9 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2607.26648.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.26648 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:38:15.630886Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

7 of 7 outbound references displayed

verified exact0
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e73bcdaf-5de8-4968-a156-f7a8ac65956c · outbound

This paper cites SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.065442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5a1fe7-0626-4589-a3dd-88476b079810 · outbound

This paper cites SpikingBrain: Spiking Brain-inspired Large Models.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy SpikingBrain: Spiking Brain-inspired Large Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.126885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8079cf0-a929-4336-ad1a-5148cca2cf70 · outbound

This paper cites Spike-driven Transformer.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy Spike-driven Transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.197434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e82ff8b9-c93a-420b-867b-6851a77ef67c · outbound

This paper cites an unresolved cited work.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.339862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2dab0a6-532b-4a78-9a7d-286c6b30f4b9 · outbound

This paper cites Horowitz.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy Horowitz

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.431762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d56ec1-ff3a-4b1e-b7f4-e0176294c265 · outbound

This paper cites an unresolved cited work.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.528993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 875c2c79-a3ba-4bf6-a44a-8ce71b6109f5 · outbound

This paper cites SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks.

The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:15.630886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.