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Pith Number

pith:BRWYPB64

pith:2019:BRWYPB64KCL5YS2LDUKE7U3LR5
not attested not anchored not stored refs pending

Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification

Jie Gu, Kaisheng Liao, Yaodong Zhao, Yaping Zhang, Yi Zhong

arxiv:1909.03050 v2 · 2019-09-09 · eess.SP · cs.LG

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\usepackage{pith}
\pithnumber{BRWYPB64KCL5YS2LDUKE7U3LR5}

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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.
Receipt and verification
First computed 2026-07-05T02:08:16.788900Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0c6d8787dc5097dc4b4b1d144fd36b8f55fc2c5f74181fd598429c31a06376b2

Aliases

arxiv: 1909.03050 · arxiv_version: 1909.03050v2 · doi: 10.48550/arxiv.1909.03050 · pith_short_12: BRWYPB64KCL5 · pith_short_16: BRWYPB64KCL5YS2L · pith_short_8: BRWYPB64
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BRWYPB64KCL5YS2LDUKE7U3LR5 \
  | 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: 0c6d8787dc5097dc4b4b1d144fd36b8f55fc2c5f74181fd598429c31a06376b2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0e6318e28475efd89f3d763d48eba7235b0301fbe5a6f3ad72d3a571ac734d58",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2019-09-09T14:44:51Z",
    "title_canon_sha256": "b9e14ff6de44ad2f8f2a6aaf4b2c6f05a8e64d7dbe2e90e8456c4e598cda5676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.03050",
    "kind": "arxiv",
    "version": 2
  }
}