Pith Number

pith:UVJI7HLE

pith:2025:UVJI7HLED4BVASBZMYWISISIHT

not attested not anchored not stored refs pending

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding

Biotech Dental Group), Human Technology Foundation), IBM France Lab), Inclusive Brains, Institute for Artificial Intelligence, Mohamed bin Zayed University of Artificial Intelligence, Olivier Oullier (Human-Computer Interaction Department, Paul Barbaste (Inclusive Brains, Wavestone, Xavier Vasques (IBM Technology

arxiv:2512.02978 v1 · 2025-12-02 · q-bio.NC · cs.AI · cs.HC · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVJI7HLED4BVASBZMYWISISIHT}

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	2026-06-24T01:14:59.787724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5528f9d641f03504839662c8922483cdb31c4bfc1faaf92c954123d683586e8

Aliases

arxiv: 2512.02978 · arxiv_version: 2512.02978v1 · doi: 10.48550/arxiv.2512.02978 · pith_short_12: UVJI7HLED4BV · pith_short_16: UVJI7HLED4BVASBZ · pith_short_8: UVJI7HLE

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/UVJI7HLED4BVASBZMYWISISIHT \
  | 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: a5528f9d641f03504839662c8922483cdb31c4bfc1faaf92c954123d683586e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed169adf5853e373708a8a0c91b206e760c6c3138ce246f9237e70d3f0fbbd36",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-12-02T17:56:46Z",
    "title_canon_sha256": "192278deb7591d620e383ef405a601e5059e091b49055a20664cc923aeb21c6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.02978",
    "kind": "arxiv",
    "version": 1
  }
}