Pith Number

pith:U5M7MLZC

pith:2023:U5M7MLZC74DJBW2WWTGDCXSPJL

not attested not anchored not stored refs pending

Let Quantum Neural Networks Choose Their Own Frequencies

Antonio A. Gentile, Ben Jaderberg, Elvira Shishenina, Vincent E. Elfving, Youssef Achari Berrada

arxiv:2309.03279 v2 · 2023-09-06 · quant-ph · 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{U5M7MLZC74DJBW2WWTGDCXSPJL}

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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

Beyond Gates: Pulse Level Quantum Fourier Models

Receipt and verification

First computed	2026-07-05T08:10:17.525112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a759f62f22ff0690db56b4cc315e4f4ad12040ee688f2862265f264efb4dc6e1

Aliases

arxiv: 2309.03279 · arxiv_version: 2309.03279v2 · doi: 10.48550/arxiv.2309.03279 · pith_short_12: U5M7MLZC74DJ · pith_short_16: U5M7MLZC74DJBW2W · pith_short_8: U5M7MLZC

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/U5M7MLZC74DJBW2WWTGDCXSPJL \
  | 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: a759f62f22ff0690db56b4cc315e4f4ad12040ee688f2862265f264efb4dc6e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72d6e0946f7c45eab1017ef8265a2a3c0fa0e5469695ac838ae4f84fcb20b1c6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-09-06T18:00:07Z",
    "title_canon_sha256": "ed8654a98dbd1b771d207b6e1694768ad019ce7eb8a74d52ce6d80018e3d98d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03279",
    "kind": "arxiv",
    "version": 2
  }
}