Pith. sign in
Pith Number

pith:TTIGYC6V

pith:2022:TTIGYC6VZEFTWOUGJLNLOUPNRH
not attested not anchored not stored refs pending

Are Quantum Circuits Better than Neural Networks at Learning Multi-dimensional Discrete Data? An Investigation into Practical Quantum Circuit Generative Models

Pengyuan Zhai

arxiv:2212.06380 v1 · 2022-12-13 · quant-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TTIGYC6VZEFTWOUGJLNLOUPNRH}

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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 2026-07-05T05:24:49.582002Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9cd06c0bd5c90b3b3a864adab751ed89dac76db1064ce502de0ac5bd724213a5

Aliases

arxiv: 2212.06380 · arxiv_version: 2212.06380v1 · doi: 10.48550/arxiv.2212.06380 · pith_short_12: TTIGYC6VZEFT · pith_short_16: TTIGYC6VZEFTWOUG · pith_short_8: TTIGYC6V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TTIGYC6VZEFTWOUGJLNLOUPNRH \
  | 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: 9cd06c0bd5c90b3b3a864adab751ed89dac76db1064ce502de0ac5bd724213a5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "908e2d0bea84a968c2530c6436ff2cb8127a828a43707a7e7ecd79dd9d1304cb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-12-13T05:31:31Z",
    "title_canon_sha256": "218039052e4a6693334dac7228b47185316b4531141ab72a292e97a8768813c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06380",
    "kind": "arxiv",
    "version": 1
  }
}