Pith Number

pith:DQWXPC2G

pith:2025:DQWXPC2GFCOSN4UOOVWPNYWMBB

not attested not anchored not stored refs pending

Efficient Split Learning LSTM Models for FPGA-based Edge IoT Devices

Dejan Vukobratovic, Marco Zennaro, Maria Liz Crespo, Romina Soledad Molina, Vukan Ninkovic

arxiv:2502.08692 v1 · 2025-02-12 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQWXPC2GFCOSN4UOOVWPNYWMBB}

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	2026-07-05T10:13:28.702513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c2d778b46289d26f28e756cf6e2cc08444d911bc64dfe20d4dec5f94fadc5f6

Aliases

arxiv: 2502.08692 · arxiv_version: 2502.08692v1 · doi: 10.48550/arxiv.2502.08692 · pith_short_12: DQWXPC2GFCOS · pith_short_16: DQWXPC2GFCOSN4UO · pith_short_8: DQWXPC2G

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/DQWXPC2GFCOSN4UOOVWPNYWMBB \
  | 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: 1c2d778b46289d26f28e756cf6e2cc08444d911bc64dfe20d4dec5f94fadc5f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbe76c416d7b3d6b115862405519c84c0c04880be0baa6a60e5431944fbcf258",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-12T15:51:39Z",
    "title_canon_sha256": "0d98dae4bb77467d705f440d4c44a1bdeae207e844b8131d189f2b45a0ddf298"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08692",
    "kind": "arxiv",
    "version": 1
  }
}