Pith Number

pith:CUVRJWH4

pith:2018:CUVRJWH4DZ75FZRHMWEOJREGRK

not attested not anchored not stored refs pending

An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding

Meng-Ying Lei, Xian-Rui Zhang, Yang Li

arxiv:1811.02353 v1 · 2018-11-06 · eess.SP · cs.HC · 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{CUVRJWH4DZ75FZRHMWEOJREGRK}

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	2026-05-18T00:01:24.485032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

152b14d8fc1e7fd2e6276588e4c4868aa375813b013b453268afef5088af1f9a

Aliases

arxiv: 1811.02353 · arxiv_version: 1811.02353v1 · doi: 10.48550/arxiv.1811.02353 · pith_short_12: CUVRJWH4DZ75 · pith_short_16: CUVRJWH4DZ75FZRH · pith_short_8: CUVRJWH4

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/CUVRJWH4DZ75FZRHMWEOJREGRK \
  | 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: 152b14d8fc1e7fd2e6276588e4c4868aa375813b013b453268afef5088af1f9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70b49904c92914564f5660a75b7db2ef733ee8b6d123c0241db28258a99660f8",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2018-11-06T14:00:05Z",
    "title_canon_sha256": "5ec0cb4e08a21741ed074590d10e1750fa65aa689f08e08ae90f75938a93d572"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.02353",
    "kind": "arxiv",
    "version": 1
  }
}