Pith. sign in
Pith Number

pith:YKJCCHMN

pith:2025:YKJCCHMN2RJHPLMLWWS4GIEYQX
not attested not anchored not stored refs pending

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding

Alan Evans, Alexandre Gramfort, Alexandre R. Franco, Amit Majumdar, Arnaud Delorme, Aviv Dotan, Bruno Aristimunha, Dung Truong, Isabelle Guyon, Jean-Remi King, Marie-Constance Corsi, Michael P. Milham, Oren Shriki, Pedro A. Vald\'es-Sosa, Pierre Guetschel, Scott Makeig, Seyed Yahya Shirazi, Sylvain Chevallier, Terrence J Sejnowski

arxiv:2506.19141 v2 · 2025-06-23 · eess.SP · 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{YKJCCHMN2RJHPLMLWWS4GIEYQX}

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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

5 papers in Pith

The Identity Trap in EEG Foundation Models: A Diagnostic Audit
From Clever Hans to Scientific Discovery: Interpreting EEG Foundational Transformers with LRP
Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods
CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
Channel Adaptation for EEG Foundation Models: A Systematic Benchmark Across Architectures, Tasks, and Training Regimes
Receipt and verification
First computed 2026-07-05T12:05:18.018845Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c292211d8dd45277ad8bb5a5c3209885c471f40628448614844d8cb822cb92af

Aliases

arxiv: 2506.19141 · arxiv_version: 2506.19141v2 · doi: 10.48550/arxiv.2506.19141 · pith_short_12: YKJCCHMN2RJH · pith_short_16: YKJCCHMN2RJHPLML · pith_short_8: YKJCCHMN
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/YKJCCHMN2RJHPLMLWWS4GIEYQX \
  | 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: c292211d8dd45277ad8bb5a5c3209885c471f40628448614844d8cb822cb92af
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "7b93cbac117539571f9553cb30c8892548e37e5b856e5264fa72717f8711baed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-06-23T21:25:19Z",
    "title_canon_sha256": "7e2ce816043b114b44c7cf9af824548241baa8686b2c5bc12c43b1b83e983956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19141",
    "kind": "arxiv",
    "version": 2
  }
}