Pith Number

pith:7DQJPVYA

pith:2025:7DQJPVYA574DLWN4Z66USI7JTZ

not attested not anchored not stored refs pending

Fourier Multi-Component and Multi-Layer Neural Networks: Unlocking High-Frequency Potential

Haomin Zhou, Hongkai Zhao, Shijun Zhang, Yimin Zhong

arxiv:2502.18959 v3 · 2025-02-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7DQJPVYA574DLWN4Z66USI7JTZ}

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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

Solving and learning advective multiscale Darcian dynamics with the Neural Basis Method

Geometric Layer-wise Approximation Rates for Deep Networks

Receipt and verification

First computed	2026-06-12T01:09:07.483138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8e097d700eff835d9bccfbd4923e99e7fa83509be36f04b1202ddfebefe31fe

Aliases

arxiv: 2502.18959 · arxiv_version: 2502.18959v3 · doi: 10.48550/arxiv.2502.18959 · pith_short_12: 7DQJPVYA574D · pith_short_16: 7DQJPVYA574DLWN4 · pith_short_8: 7DQJPVYA

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/7DQJPVYA574DLWN4Z66USI7JTZ \
  | 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: f8e097d700eff835d9bccfbd4923e99e7fa83509be36f04b1202ddfebefe31fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d9c23fe8e07700b43f2883d886e167dd4f8bc0900cc4c439094765202afd0be",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-26T09:12:52Z",
    "title_canon_sha256": "ece3ac6e504a28c6bd2494bedde1dc7b420556686a40c94d66592f931c87448c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18959",
    "kind": "arxiv",
    "version": 3
  }
}