Pith. sign in

Paper Citation Record · LEDGER

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.17771.

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

pith.paper-citation-record.v1
2507.17771 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:09:35.099765Z

measured 34 of 34 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

34 of 34 outbound references displayed

  • verified exact10
  • verified fuzzy3
  • unresolved19
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f8381e8-1ab6-4baf-a926-a1b5a682bff5 · outbound

This paper cites Winograd Convolution for Deep Neural Networks: Efficient Point Selection.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Winograd Convolution for Deep Neural Networks: Efficient Point Selection

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:09:36.467208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.239905Z digest=sha256:e77ca1bed0d75c7cbd69ff6bae1e4d0bafcf6d146335b81457fab5f236609212

Observation 83f37db7-c0e7-46c2-821e-b52aa48d16bc · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:32.289720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:32.289720Z digest=sha256:8917de8f50f230ae02ead19fbdcd354ed604eadc9ede688845de961936aed303

Observation a75f062e-a836-48f7-9886-b11a3989c608 · outbound

This paper cites Patterson, Brian Richards, Colin Schmidt, Stephen Twigg, Huy Vo, and Andrew Waterman.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Patterson, Brian Richards, Colin Schmidt, Stephen Twigg, Huy Vo, and Andrew Waterman

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:09:36.580474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.393082Z digest=sha256:fdaa2ebc579df7b3615cf0e1fbadb8ab3d4ed934ea4fc60d5c58b997dfe79922

Observation ff6029b5-54d4-4333-9490-1ca24b001815 · outbound

This paper cites Arrow: A RISC-V Vector Accelerator for Machine Learning Inference.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Arrow: A RISC-V Vector Accelerator for Machine Learning Inference

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:09:36.365654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.490004Z digest=sha256:a5f79757424fb79242e7246de3b08fdb10be9e67edb259789eb38dfad4aec440

Observation c6a629dd-caae-499f-9158-f16d6537f776 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:09:36.566619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.553658Z digest=sha256:f5cbb287e299075a8ba08ba164b3e87b9fa7b68c22619d9051b4c06eb5d45d76

Observation 9c1f0a2e-4cd7-43cf-9447-efd55de15842 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:32.738977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:32.738977Z digest=sha256:ac5be6c7976e30a86bba4cacc29652745d58728c21849dc96a52879921fe1b69

Observation 042e30b7-8e5b-4829-a855-a8c46f6f883a · outbound

This paper cites Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:09:36.343794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.835500Z digest=sha256:2a296198f1efe3aa663068c9458a8b5424cf5e1157a8e3d5319296fc3f0f23b6

Observation b3b818d6-0b18-4bbb-9fa2-e790c5b42821 · outbound

This paper cites MLPerf Tiny Benchmark.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration MLPerf Tiny Benchmark

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:32.933918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:32.933918Z digest=sha256:e56a0e059ba8b23939b1f90426fa357f67208b1cb98e7332c4423fadccbfb0c6

Observation b43c6a8f-9f85-435a-abbe-b3a04a375619 · outbound

This paper cites TVM: An Automated End-to-End Optimizing Compiler for Deep Learning.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration TVM: An Automated End-to-End Optimizing Compiler for Deep Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:33.008613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:33.008613Z digest=sha256:e19089637a63a6e7de9cd1a457db4d146dcb72712db67262d92703ee1ed71cef

Observation 6a4ad7bf-2893-4e53-a08d-e9bd4cbfb6c3 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-06T16:09:35.178245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:33.203237Z digest=sha256:dcb01bf696d7716062c342e84171ff123f12acc1b7d66675600ce592aabdd0e9

Observation e848dd30-30cc-4afb-b752-63f41f4083ec · outbound

This paper cites Cota, Paolo Mantovani, Giuseppe Di Guglielmo, and Luca P.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Cota, Paolo Mantovani, Giuseppe Di Guglielmo, and Luca P

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:33.237774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:33.237774Z digest=sha256:d81fea186195856afc3ca2232a30bbcbb350d1e1349c3e0007918f472eb069c2

Observation 4203483b-d512-4279-bff2-83b44b0ec690 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-06T16:09:35.163971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:33.316451Z digest=sha256:d58057fa2f647692e350e1e825281622b4bff9f5dad3be2a2c4f9bdaf38608f4

Observation 29666f91-b647-4394-9b66-74f81f80c0af · outbound

This paper cites Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:09:36.218155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:33.444413Z digest=sha256:5681a5d6816a80b84b26b5d25f32843f5fdfa5e7575e9a32bc3cb875f2d5d791

Observation 37dbf295-1200-468e-b28e-ab74231a37d5 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 15

Resolution
verified exact
doi, observed 2026-08-06T16:09:35.150248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:33.531678Z digest=sha256:3e5de2c21b3af8e6f4ff811420fafaaf1fe329c36af38a496a21d02f6d551cb6

Observation d02865f1-f935-440c-a37f-02582fb1cad8 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:33.653301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:33.653301Z digest=sha256:28af6be11313951b1aedb4cdf62bcb6ce6b3eb2ae15d461d1b0bf588d1291e13

Observation d60360d7-a5e5-48cf-9e0a-c554cb74a10c · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:09:36.537661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:33.760082Z digest=sha256:3d6d9976e32ef4631ece3fc2b94bac588af5167308fabfdd1fa8c1703835f9ac

Observation a247be15-558c-461d-950e-0e4f914fb094 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:33.884009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:33.884009Z digest=sha256:c8b0f86293d91a1b88e7da715b1f8dd07fc8d4a08d13d213e4053ae14f671305

Observation 6c6fa34d-872b-40f2-bd67-976fb01582e7 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:09:36.523321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.030630Z digest=sha256:2d6b590309de81fc8c0f95380664e094405b5500b8819e3aad312f2aa16199b2

Observation 86b02065-153f-4246-805d-75b0a265bcaf · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:09:36.510281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.106508Z digest=sha256:1cc02b2472cb8f0e879ba22d45eb71d478436a84acc8457f540db23b5c1ab68e

Observation 88135d65-86a3-4d8b-ad40-4d70d3101b7d · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:34.225390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:34.225390Z digest=sha256:e0c3678134e2563a542180037b719e4f7d9babbc2808c8e007ed8c2405ed48df

Observation 7371d112-2187-4a1c-aaf1-aa7c247e3e76 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:34.378982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:34.378982Z digest=sha256:c7141ca34ad054595caf74857e47c547bd179df0a2248ac1edcd55fdc431607a

Observation 70495655-85dc-449f-a6fb-c244aca69b22 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:09:36.496117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.543553Z digest=sha256:d890fa2cfb18cbfdd4d5ea5165ca90daf3b0af21ac65e315eece0c8e2869f11d

Observation 88dfada8-f8b0-4a20-a1b3-5d927016211b · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 24

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T16:09:35.876682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.670193Z digest=sha256:15d1c625f3d206365de0cda5ac108ab24dcc75d2a2e296fb150ed9e540d04dc8

Observation 91dbd742-9652-4689-8e06-2c5fc6674b8c · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 25

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T16:09:35.793714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.771159Z digest=sha256:b570e7bf25afa3ec9deb4142d1a8f1030833032dd58f9cad3ce43bee7093e89f

Observation 79696d72-fcc1-493e-9f24-bf3d62735bba · outbound

This paper cites The Deep Learning Compiler: A Comprehensive Survey.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration The Deep Learning Compiler: A Comprehensive Survey

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:09:35.709727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:34.856721Z digest=sha256:681d184395c821fb2407f15478b90938da8c00cf6af84a47bd05cffc2d0ab16e

Observation 04db6e41-767d-45dd-bae0-81a032797475 · outbound

This paper cites Cota, Michele Petracca, Christian Pilato, and Luca P.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Cota, Michele Petracca, Christian Pilato, and Luca P

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:34.971882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:34.971882Z digest=sha256:5b36cc69611755b6d1e8206171644eead6b8bee65c825e20edae36247fd66393

Observation d1ae328b-b1c5-4fa1-83f1-2a70762851e9 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 28

Resolution
verified exact
raw_fallback, observed 2026-08-06T16:09:35.607211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:35.073995Z digest=sha256:3b584d557207c288e98f2f2f30f8f123c04970480968e82458326d9b755f712f

Observation ec37de58-2955-49de-ad42-f25eeab0f8c7 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-06T16:09:35.136174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:35.079244Z digest=sha256:0f65eaf84ec35ea9fd73d32dd40dcc7963a45a538b5d3c8090164f4f294cc9e0

Observation a7b9bd1a-deb4-4397-8332-3bac4bfc47cc · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:35.083635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:35.083635Z digest=sha256:293954f66c3ebe8fdf0c26c6929f020c5d9c4e3be1fef82bb1ee9ee7a062fba0

Observation f995a0be-5b3b-4cf5-8e3d-09159dbab727 · outbound

This paper cites an unresolved cited work.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:35.087920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:35.087920Z digest=sha256:3ab95d1a6bee538c3c783e6bdc1527c4f527c59d2a1af27a564982cc56934739

Observation 435cd93a-b371-4d1f-a02f-7c1cb0b96278 · outbound

This paper cites 2013–2016.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration 2013–2016

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:09:36.481277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:35.091923Z digest=sha256:3b4f43d92f11dae2c8d67f20a4e4df554a515e389f1607d526756ff3703d3491

Observation 0290d3d5-0be5-48d3-a7db-cb15ad9ccd59 · outbound

This paper cites YOLOv3: An Incremental Improvement.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration YOLOv3: An Incremental Improvement

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:35.095691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:35.095691Z digest=sha256:f5ad81016e26d537a08e4f06d32abf1656fceb7d6924f16c26fb433e705bcc07

Observation b9a1ddf1-5e40-4277-a821-0be17403fe4a · outbound

This paper cites vmca va0 , %0.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration vmca va0 , %0

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T16:09:35.099765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:09:35.099765Z digest=sha256:5b9c0d3e2ac12c2180a28a9101ea9ae78d2a9fadf358996969a58d0e1e99758c

Observation 7076bd65-791b-4caa-a1f5-90fb9ed78bc3 · outbound

This paper cites In Boston Area Architecture (BARC) Workshop.

Flexible Vector Integration in Embedded RISC-V SoCs for End to End CNN Inference Acceleration In Boston Area Architecture (BARC) Workshop

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:09:36.552455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:09:32.640145Z digest=sha256:e3357fad42c2b4422c7f4b1545165bbd724750c22f5a73ec1f72614a67a534c8

Pith citing papers

No inbound Pith citation observations are available.