Pith Number

pith:EPUGEZBU

pith:2024:EPUGEZBU3WI4VOGJRAFOV7S4TD

not attested not anchored not stored refs pending

EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation

Chengcheng Chen, Fei Wang, Hongjie Yan, Hongyu Chen, Lei Wang, Luhui Cai, Nizhuan Wang, Wai Ting Siok, Weiming Zeng, Wei Zhang, Yueyang Li, Yuhu Shi

arxiv:2410.00166 v3 · 2024-09-30 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EPUGEZBU3WI4VOGJRAFOV7S4TD}

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

Large Language Models for EEG: A Comprehensive Survey and Taxonomy

Receipt and verification

First computed	2026-07-05T11:37:11.165195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23e8626434dd91cab8c9880aeafe5c98f7ca51af09006ee0dbc7dd07e218db39

Aliases

arxiv: 2410.00166 · arxiv_version: 2410.00166v3 · doi: 10.48550/arxiv.2410.00166 · pith_short_12: EPUGEZBU3WI4 · pith_short_16: EPUGEZBU3WI4VOGJ · pith_short_8: EPUGEZBU

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/EPUGEZBU3WI4VOGJRAFOV7S4TD \
  | 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: 23e8626434dd91cab8c9880aeafe5c98f7ca51af09006ee0dbc7dd07e218db39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05cf1074c7957b2972808d3f5b4b6ed9e32481c88f956349ef8f386fdd71d729",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-30T19:15:05Z",
    "title_canon_sha256": "a324f42a8a1c393f4fb8d0177d91bd8d74f3f2d2db56dc754d6c8ac687a87412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.00166",
    "kind": "arxiv",
    "version": 3
  }
}