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Pith Number

pith:BER7GHZU

pith:2024:BER7GHZUNF2PBTDRF2LDWDPLID
not attested not anchored not stored refs pending

Enhancing EEG Signal Generation through a Hybrid Approach Integrating Reinforcement Learning and Diffusion Models

Steven W. Su, Weikai Wang, Yang An, Yuhao Tong

arxiv:2410.00013 v1 · 2024-09-14 · eess.SP · cs.LG

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\usepackage{pith}
\pithnumber{BER7GHZUNF2PBTDRF2LDWDPLID}

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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

Receipt and verification
First computed 2026-07-05T09:13:58.171301Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0923f31f346974f0cc712e963b0deb40dd539f8c943977be04f14ebe90d863ca

Aliases

arxiv: 2410.00013 · arxiv_version: 2410.00013v1 · doi: 10.48550/arxiv.2410.00013 · pith_short_12: BER7GHZUNF2P · pith_short_16: BER7GHZUNF2PBTDR · pith_short_8: BER7GHZU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BER7GHZUNF2PBTDRF2LDWDPLID \
  | 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: 0923f31f346974f0cc712e963b0deb40dd539f8c943977be04f14ebe90d863ca
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d66e4fe6eb11204d7ec90dac5a71fa4c23fcb1284e5ba2e4798f08af8f9c3962",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-09-14T07:22:31Z",
    "title_canon_sha256": "038ae67e89da36792886e122c4d39d4af0ef19ec5d00c256bb2c16dc322727d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00013",
    "kind": "arxiv",
    "version": 1
  }
}