Pith Number

pith:JHS5BRIG

pith:2023:JHS5BRIGEAS5ZLT75JVMCO3QDM

not attested not anchored not stored refs pending

NeuralMatrix: Compute the Entire Neural Networks with Linear Matrix Operations for Efficient Inference

An Zou, Jianzhe Lin, Jie Zhao, Ruiqi Sun, Siwei Ye, Xin He, Yiran Li

arxiv:2305.14405 v4 · 2023-05-23 · cs.LG · cs.AI · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHS5BRIGEAS5ZLT75JVMCO3QDM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:56:55.948223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49e5d0c5062025dcae7fea6ac13b701b3e7d66b15b0abf76d25ecb79f45ac52b

Aliases

arxiv: 2305.14405 · arxiv_version: 2305.14405v4 · doi: 10.48550/arxiv.2305.14405 · pith_short_12: JHS5BRIGEAS5 · pith_short_16: JHS5BRIGEAS5ZLT7 · pith_short_8: JHS5BRIG

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/JHS5BRIGEAS5ZLT75JVMCO3QDM \
  | 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: 49e5d0c5062025dcae7fea6ac13b701b3e7d66b15b0abf76d25ecb79f45ac52b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fade5e74d605809599f009009df1bf30a2c5c77d699fd1f2c6f5392d1669e10",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T12:03:51Z",
    "title_canon_sha256": "8210f05632e734d4829a72e5c038ae37692ade0252b1f3fcb1349a1b3d9646a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14405",
    "kind": "arxiv",
    "version": 4
  }
}