Pith Number

pith:EPT747DP

pith:2023:EPT747DPKUV555JJADQFZAOEGY

not attested not anchored not stored refs pending

MoE-AMC: Enhancing Automatic Modulation Classification Performance Using Mixture-of-Experts

Jiaxin Gao, Qinglong Cao, Yuntian Chen

arxiv:2312.02298 v1 · 2023-12-04 · eess.SP · cs.CV · cs.LG · stat.AP

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\usepackage{pith}
\pithnumber{EPT747DPKUV555JJADQFZAOEGY}

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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

Automatic Modulation Classification via Green Machine Learning

Receipt and verification

First computed	2026-07-05T07:20:15.858204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23e7fe7c6f552bdef52900e05c81c43608f7a0503acac9d4f32a5a9928e14d38

Aliases

arxiv: 2312.02298 · arxiv_version: 2312.02298v1 · doi: 10.48550/arxiv.2312.02298 · pith_short_12: EPT747DPKUV5 · pith_short_16: EPT747DPKUV555JJ · pith_short_8: EPT747DP

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/EPT747DPKUV555JJADQFZAOEGY \
  | 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: 23e7fe7c6f552bdef52900e05c81c43608f7a0503acac9d4f32a5a9928e14d38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36296a2daa2e057fcc2ab96023d12c158a8a75c9ce31542fc1a709d75a938dd2",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-12-04T19:31:15Z",
    "title_canon_sha256": "44dc2259e8a12649d4cec6c26cd6fbff92350b07969600657086c5fe1bd9d83c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02298",
    "kind": "arxiv",
    "version": 1
  }
}