Pith Number

pith:3GGMYCLJ

pith:2025:3GGMYCLJ33GD5ZMXU7YG3MM4BK

not attested not anchored not stored refs pending

Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT)

Benjamin J. Choi

arxiv:2502.05332 v2 · 2025-02-07 · 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{3GGMYCLJ33GD5ZMXU7YG3MM4BK}

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.

Cited by

1 paper in Pith

Geometric Machine Learning on EEG Signals

Receipt and verification

First computed	2026-07-05T10:21:06.716300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d98ccc0969decc3ee597a7f06db19c0a9f44719c62f769e5a430b6fa20ce9f30

Aliases

arxiv: 2502.05332 · arxiv_version: 2502.05332v2 · doi: 10.48550/arxiv.2502.05332 · pith_short_12: 3GGMYCLJ33GD · pith_short_16: 3GGMYCLJ33GD5ZMX · pith_short_8: 3GGMYCLJ

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/3GGMYCLJ33GD5ZMXU7YG3MM4BK \
  | 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: d98ccc0969decc3ee597a7f06db19c0a9f44719c62f769e5a430b6fa20ce9f30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "168a15c0b6bce65b9fc486e31417dee2cdd5ca0da404160947b8efa00b0f2dd9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T21:13:31Z",
    "title_canon_sha256": "669d102abf7e8bda05bac6bb8288765e38cd2daf02fd04e46bc2e5cf4346e6b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05332",
    "kind": "arxiv",
    "version": 2
  }
}