Pith Number

pith:UA3O34FJ

pith:2024:UA3O34FJWQF5L2EBHHOU4IAEUC

not attested not anchored not stored refs pending

A survey on FPGA-based accelerator for ML models

Andreas Koch, Feng Yan, Oliver Sinnen

arxiv:2412.15666 v1 · 2024-12-20 · cs.AR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UA3O34FJWQF5L2EBHHOU4IAEUC}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

GraphLeap: Decoupling Graph Construction and Convolution for Vision GNN Acceleration on FPGA

Receipt and verification

First computed	2026-07-05T09:52:28.009484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a036edf0a9b40bd5e88139dd4e2004a081c404fd8873e3e751a5a99a9eb3472b

Aliases

arxiv: 2412.15666 · arxiv_version: 2412.15666v1 · doi: 10.48550/arxiv.2412.15666 · pith_short_12: UA3O34FJWQF5 · pith_short_16: UA3O34FJWQF5L2EB · pith_short_8: UA3O34FJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UA3O34FJWQF5L2EBHHOU4IAEUC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a036edf0a9b40bd5e88139dd4e2004a081c404fd8873e3e751a5a99a9eb3472b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e987d38a3ad80dd30b18b8a415a86027c4feadf43ee7d33e7d474fd32c984c9e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2024-12-20T08:30:40Z",
    "title_canon_sha256": "8a9724232716259ae46c5ae856a5479c59b1f8968ca4987ec8d7f0ab0440b5ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15666",
    "kind": "arxiv",
    "version": 1
  }
}