Pith Number

pith:UJBXY426

pith:2024:UJBXY426PRYGDKKER3TX3CYYQD

not attested not anchored not stored refs pending

SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning

Guisong Liu, Huajin Tang, Jinbo Cao, Malu Zhang, Qiugang Zhan, Xiurui Xie

arxiv:2406.12200 v1 · 2024-06-18 · cs.LG · cs.DC · cs.ET · cs.MM · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJBXY426PRYGDKKER3TX3CYYQD}

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.

Receipt and verification

First computed	2026-07-05T08:33:42.120653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2437c735e7c7061a9448ee77d8b1880f881b937aaa05bcb35f1a9b37e74c187

Aliases

arxiv: 2406.12200 · arxiv_version: 2406.12200v1 · doi: 10.48550/arxiv.2406.12200 · pith_short_12: UJBXY426PRYG · pith_short_16: UJBXY426PRYGDKKE · pith_short_8: UJBXY426

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/UJBXY426PRYGDKKER3TX3CYYQD \
  | 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: a2437c735e7c7061a9448ee77d8b1880f881b937aaa05bcb35f1a9b37e74c187

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43e0f4553c7bd271388a1a63cafafa79bf14a327f9aaa74fca8296c5afeb9b2c",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.ET",
      "cs.MM",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-18T01:56:22Z",
    "title_canon_sha256": "f2db45b9cfd767db3d37932dd9bed5450e91f3ae1ccdd6284a6bc668b60fb44f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12200",
    "kind": "arxiv",
    "version": 1
  }
}