Pith Number

pith:6GVXMNFB

pith:2025:6GVXMNFBNCZX44CZJAEIDWPO2L

not attested not anchored not stored refs pending

Tokenizing Single-Channel EEG with Time-Frequency Motif Learning

Jathurshan Pradeepkumar, Jimeng Sun, Xihao Piao, Zheng Chen

arxiv:2502.16060 v5 · 2025-02-22 · cs.LG · cs.AI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6GVXMNFBNCZX44CZJAEIDWPO2L}

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

PRiSE-EEG: A Prior-Guided Foundation Model with Depth-Stratified Experts for Cross-Paradigm EEG Representation Learning

CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model

Neural Signals Generate Clinical Notes in the Wild

Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification

Receipt and verification

First computed	2026-05-17T23:39:18.169386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1ab7634a168b37e7059480881d9eed2cb233a697ce765e8b2960f91895a2fa0

Aliases

arxiv: 2502.16060 · arxiv_version: 2502.16060v5 · doi: 10.48550/arxiv.2502.16060 · pith_short_12: 6GVXMNFBNCZX · pith_short_16: 6GVXMNFBNCZX44CZ · pith_short_8: 6GVXMNFB

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/6GVXMNFBNCZX44CZJAEIDWPO2L \
  | 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: f1ab7634a168b37e7059480881d9eed2cb233a697ce765e8b2960f91895a2fa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76cc6729073d2c29c888d6f7b9fc494ef7dbbf4d67fd1cc8a6ab676f046981e0",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-22T03:32:36Z",
    "title_canon_sha256": "96d0eeb7901ab4278f9d0a279322f69477c0296abafa3a59cdc4185d0044dc4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16060",
    "kind": "arxiv",
    "version": 5
  }
}