Pith Number

pith:DSIRSOTT

pith:2024:DSIRSOTTOGWQHO2GCSODNZN7VT

not attested not anchored not stored refs pending

The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark

Bruna Lopes, Bruno Aristimunha, Igor Carrara, Pierre Guetschel, Salim Khazem, Sara Sedlar, Sebastien Velut, Sylvain Chevallier, Thomas Moreau

arxiv:2404.15319 v1 · 2024-04-03 · eess.SP · cs.AI · cs.HC · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSIRSOTTOGWQHO2GCSODNZN7VT}

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

4 papers in Pith

Riemannian Geometry for Pre-trained Language Model Embeddings

Average Rankings Mask Per-Subject Optimality: A Friedman-Nemenyi Benchmark of EEG Motor-Imagery BCI Decoders

DANCE: Detect and Classify Events in EEG

FedSPDnet: Geometry-Aware Federated Deep Learning with SPDnet

Receipt and verification

First computed	2026-07-05T08:11:25.806436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c91193a7371ad03bb46149c36e5bfacde04c45cb61ff5b18aff4b37bbf0a9d9

Aliases

arxiv: 2404.15319 · arxiv_version: 2404.15319v1 · doi: 10.48550/arxiv.2404.15319 · pith_short_12: DSIRSOTTOGWQ · pith_short_16: DSIRSOTTOGWQHO2G · pith_short_8: DSIRSOTT

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/DSIRSOTTOGWQHO2GCSODNZN7VT \
  | 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: 1c91193a7371ad03bb46149c36e5bfacde04c45cb61ff5b18aff4b37bbf0a9d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c08b54fd7eec8bd2fe418ceae3d3601953c9ff92abf6b8ee911e1b134feca2c1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-04-03T15:18:50Z",
    "title_canon_sha256": "4721cbfef84e8555a8a7aa21785b404a761c23e25115ca03ad8d99fdadf24221"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15319",
    "kind": "arxiv",
    "version": 1
  }
}