Pith Number

pith:JXJENKVB

pith:2024:JXJENKVBF4KCZQK7OPTAIIKQ2P

not attested not anchored not stored refs pending

Enhancing Automatic Modulation Recognition for IoT Applications Using Transformers

Gabriel Maldonado, Gunar Schirner, Hamed Tabkhi, Kenneth Witham, Narges Rashvand, Nishanth Marer Prabhu, Vinit Katariya

arxiv:2403.15417 v2 · 2024-03-08 · eess.SP · 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{JXJENKVBF4KCZQK7OPTAIIKQ2P}

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.

Receipt and verification

First computed	2026-07-05T08:05:12.438441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dd246aaa12f142cc15f73e6042150d3e8ccb18efbc3346573b73f9c1d1c4363

Aliases

arxiv: 2403.15417 · arxiv_version: 2403.15417v2 · doi: 10.48550/arxiv.2403.15417 · pith_short_12: JXJENKVBF4KC · pith_short_16: JXJENKVBF4KCZQK7 · pith_short_8: JXJENKVB

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/JXJENKVBF4KCZQK7OPTAIIKQ2P \
  | 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: 4dd246aaa12f142cc15f73e6042150d3e8ccb18efbc3346573b73f9c1d1c4363

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e5d783706f0dde41604e8c6522f83a524e7d9c0626e1283b002f0d60c4243e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-03-08T21:33:03Z",
    "title_canon_sha256": "95d6b7f3c301f34254b34e7522b1ca911bad6d6192a6931d4b62f324c797b5b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15417",
    "kind": "arxiv",
    "version": 2
  }
}