Pith Number

pith:FZNCZ4BC

pith:2024:FZNCZ4BCMYMXQOF3P7TW2QSIUV

not attested not anchored not stored refs pending

From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks

Chao Jin, Chunyun Chen, Jie Lin, Kaixin Xu, Manas Gupta, Min Wu, Mohamed M. Sabry Aly, Qing Xu, Xiaoli Li, Xue Geng, Xulei Yang, Zhenghua Chen, Zhe Wang

arxiv:2405.06038 v1 · 2024-05-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FZNCZ4BCMYMXQOF3P7TW2QSIUV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

LILogic Net: Compact Logic Gate Networks with Learnable Connectivity for Efficient Hardware Deployment

Receipt and verification

First computed	2026-07-05T08:17:34.575422Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e5a2cf02266197838bb7fe76d4248a5780ca31f829e482f13d61e419c2cc1a3

Aliases

arxiv: 2405.06038 · arxiv_version: 2405.06038v1 · doi: 10.48550/arxiv.2405.06038 · pith_short_12: FZNCZ4BCMYMX · pith_short_16: FZNCZ4BCMYMXQOF3 · pith_short_8: FZNCZ4BC

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/FZNCZ4BCMYMXQOF3P7TW2QSIUV \
  | 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: 2e5a2cf02266197838bb7fe76d4248a5780ca31f829e482f13d61e419c2cc1a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64a2a8bbcb8792cb79edf0407457b370a8f223ed4d5af4ceb89b83d14ca9b848",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-09T18:17:25Z",
    "title_canon_sha256": "79015b43005d55695863b0978d2fcc8e1a969c0ed4c97142e4a86211e8751a8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06038",
    "kind": "arxiv",
    "version": 1
  }
}