Pith Number

pith:XQOSQKGV

pith:2024:XQOSQKGVQWFKDJ52RRZHBHGV4D

not attested not anchored not stored refs pending

Trade-off between Gradient Measurement Efficiency and Expressivity in Deep Quantum Neural Networks

Hirotaka Oshima, Koki Chinzei, Quoc Hoan Tran, Shinichiro Yamano, Yasuhiro Endo

arxiv:2406.18316 v3 · 2024-06-26 · quant-ph · cs.LG

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\usepackage{pith}
\pithnumber{XQOSQKGVQWFKDJ52RRZHBHGV4D}

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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

Resource-efficient equivariant quantum convolutional neural networks

Receipt and verification

First computed	2026-07-05T11:05:33.545669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc1d2828d5858aa1a7ba8c72709cd5e0e022ee79c479f6bab85e0297c7e7c757

Aliases

arxiv: 2406.18316 · arxiv_version: 2406.18316v3 · doi: 10.48550/arxiv.2406.18316 · pith_short_12: XQOSQKGVQWFK · pith_short_16: XQOSQKGVQWFKDJ52 · pith_short_8: XQOSQKGV

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/XQOSQKGVQWFKDJ52RRZHBHGV4D \
  | 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: bc1d2828d5858aa1a7ba8c72709cd5e0e022ee79c479f6bab85e0297c7e7c757

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "180a1296f44f1f0e9afba1b86cf39ec1b64f3a22061c5e88b127bf5233d10af6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-06-26T12:59:37Z",
    "title_canon_sha256": "f551a3633c2cb0b10d4e6d4beba9af3102a757fdde11657bafb91c77d1ce8ca6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18316",
    "kind": "arxiv",
    "version": 3
  }
}