Pith Number

pith:4L7ILZ4F

pith:2025:4L7ILZ4F5QCLYRBFDANAOL6UBH

not attested not anchored not stored refs pending

On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms

Cristian Cioflan, Lars Kr\"oger, Luca Benini, Victor Kartsch

arxiv:2503.17436 v2 · 2025-03-21 · cs.LG · cs.CV · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4L7ILZ4F5QCLYRBFDANAOL6UBH}

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	2026-07-05T10:52:21.350003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2fe85e785ec04bc4425181a072fd409e55af91066771cfd13f0e250812e3775

Aliases

arxiv: 2503.17436 · arxiv_version: 2503.17436v2 · doi: 10.48550/arxiv.2503.17436 · pith_short_12: 4L7ILZ4F5QCL · pith_short_16: 4L7ILZ4F5QCLYRBF · pith_short_8: 4L7ILZ4F

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/4L7ILZ4F5QCLYRBFDANAOL6UBH \
  | 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: e2fe85e785ec04bc4425181a072fd409e55af91066771cfd13f0e250812e3775

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0cc893522dfa63b9d3dd31eb5a8f95f15293160d706ec906790815257969043",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-21T15:53:57Z",
    "title_canon_sha256": "6f56117828dbd228a94856224462aadd2214ceb9a88d956d1b9544163c0e9736"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17436",
    "kind": "arxiv",
    "version": 2
  }
}