Pith Number

pith:C27DF5BC

pith:2023:C27DF5BCIFUCXJP2ESV6S6QOLZ

not attested not anchored not stored refs pending

Toeplitz Neural Network for Sequence Modeling

Bowen He, Dong Li, Dongxu Li, Lingpeng Kong, Weixuan Sun, Xiaodong Han, Yiran Zhong, Yuchao Dai, Zhen Qin

arxiv:2305.04749 v1 · 2023-05-08 · cs.CL · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C27DF5BCIFUCXJP2ESV6S6QOLZ}

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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

2 papers in Pith

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State-Space Architectures from S4 to Mamba

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation

Receipt and verification

First computed	2026-07-05T06:07:53.471125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16be32f42241682ba5fa24abe97a0e5e66f7025277a2c32cfa040dd317cc480a

Aliases

arxiv: 2305.04749 · arxiv_version: 2305.04749v1 · doi: 10.48550/arxiv.2305.04749 · pith_short_12: C27DF5BCIFUC · pith_short_16: C27DF5BCIFUCXJP2 · pith_short_8: C27DF5BC

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/C27DF5BCIFUCXJP2ESV6S6QOLZ \
  | 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: 16be32f42241682ba5fa24abe97a0e5e66f7025277a2c32cfa040dd317cc480a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d21f6ea29c3544180d6359eec27a8173b95fae915557cb9ee40eb322e318c9a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-08T14:49:01Z",
    "title_canon_sha256": "063adabed067f75dda5e995fe6b5384cb3ee381285093392ca529783df4bde44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04749",
    "kind": "arxiv",
    "version": 1
  }
}