Pith Number

pith:QDYSLJFO

pith:2024:QDYSLJFOO3BPEDNWC3QHZAA2NT

not attested not anchored not stored refs pending

Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals

Asif Salekin, Tauhidur Rahman, Yuliang Chen, Yunfei Luo

arxiv:2412.09758 v2 · 2024-12-12 · cs.LG · 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{QDYSLJFOO3BPEDNWC3QHZAA2NT}

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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

7 papers in Pith

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection

Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent Dynamics

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model

OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches

Receipt and verification

First computed	2026-07-05T11:03:54.653911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80f125a4ae76c2f20db616e07c801a6cc732cd5ad7a5133d0f8f35990d1c2f17

Aliases

arxiv: 2412.09758 · arxiv_version: 2412.09758v2 · doi: 10.48550/arxiv.2412.09758 · pith_short_12: QDYSLJFOO3BP · pith_short_16: QDYSLJFOO3BPEDNW · pith_short_8: QDYSLJFO

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/QDYSLJFOO3BPEDNWC3QHZAA2NT \
  | 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: 80f125a4ae76c2f20db616e07c801a6cc732cd5ad7a5133d0f8f35990d1c2f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25fe8ee88b634cc0c5175091db2005a929a3d7209d985d3325300768c8aac252",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T23:35:18Z",
    "title_canon_sha256": "ddffb94f325dd08b682a52dff08e19defcf40dd84aea1145fde498da62855d78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09758",
    "kind": "arxiv",
    "version": 2
  }
}