Paper Citation Record · LEDGER

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing

As of 22 July 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2605.08615.

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

pith.paper-citation-record.v1
2605.08615 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T00:53:54.878244Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+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

20 of 20 outbound references displayed

verified exact2
verified fuzzy16
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3272a36-9556-4c62-93f2-a07eb453c612 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:36:26.405652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 6df2af66-33cf-4243-a286-c2ca3e17171a · outbound

This paper cites Choquette.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Choquette

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.479895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 91325a7b-6a4d-478b-a073-0b712c7f318d · outbound

This paper cites Choquette and R.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Choquette and R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.488208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 451122da-4591-44f8-8aa2-d2c5c3b63f1e · outbound

This paper cites Huang, W.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Huang, W

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.471421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 2a8ab460-dec6-4639-9eb2-eed093ad6709 · outbound

This paper cites Jouppi, G.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Jouppi, G

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.467174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation c91df4f0-1fda-472e-a222-2739680e6415 · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.475807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 4f54370b-d951-4059-9196-4a540f27e571 · outbound

This paper cites Keller, R.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Keller, R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.484147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 2e3210df-d547-4390-a1f0-c596cb1b6701 · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.492063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 4af8e3f7-774c-44cf-9876-71283efff3cf · outbound

This paper cites DeepSeek-V3 Technical Report.

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-12T08:36:26.411895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 9b971dd7-92b4-410f-91e6-75c0f75c7415 · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.495932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 17cb7238-c191-41c7-ad1c-6094e8c95384 · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.455446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 5f43518a-13d2-4a58-998f-c695d3e591a2 · outbound

This paper cites A Sub-0.8pJ/b 16.3Gbps/mm 2 Uni- versal Soft-Detection Decoder Using ORBGRAND in 40nm CMOS.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing A Sub-0.8pJ/b 16.3Gbps/mm 2 Uni- versal Soft-Detection Decoder Using ORBGRAND in 40nm CMOS

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:56:13.494881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 61c3547c-bc4b-4aff-ba1b-9b280419771e · outbound

This paper cites Taud and J.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Taud and J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.463488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation f7fd31aa-e996-4aa7-956b-9b0141c1d97f · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.450885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation bc418f40-e97f-4a62-acde-17e008fb0425 · outbound

This paper cites A Sub-0.8pJ/b 16.3Gbps/mm 2 Uni- versal Soft-Detection Decoder Using ORBGRAND in 40nm CMOS.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing A Sub-0.8pJ/b 16.3Gbps/mm 2 Uni- versal Soft-Detection Decoder Using ORBGRAND in 40nm CMOS

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:56:13.497551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation d0731c74-22b5-4542-b309-6cb7d22fe4bc · outbound

This paper cites Varghese, N.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Varghese, N

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.459781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation d13e7eef-f18e-40d5-964f-8a68f7fcfcb8 · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.433667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 0cf2f10d-159f-4f98-88d0-2f562c4c02ea · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.438058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 69f0a743-aee2-4ac6-814d-404ecc36ffbe · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.442654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Observation 0b00c995-602e-47fa-ac5e-b75ae094836b · outbound

This paper cites an unresolved cited work.

DSPE: An Energy-Efficient Edge Processor for DeepSeek Inference with MerkleTree-based Incremental Pruning, Multi-Stage Boothing Lookup and Dynamic Adaptive Posit Processing Unresolved cited work

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T09:33:26.446789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

Pith citing papers

No inbound Pith citation observations are available.