Pith Number

pith:BZO2S7W4

pith:2025:BZO2S7W4DW7UT3N762WKDDDNVM

not attested not anchored not stored refs pending

Energy-Efficient Stochastic Computing (SC) Neural Networks for Internet of Things Devices With Layer-Wise Adjustable Sequence Length (ASL)

Fabrizio Lombardi, Farzad Niknia, Javier Conde, Pedro Reviriego, Shanshan Liu, Zhen Gao, Ziheng Wang

arxiv:2508.09163 v1 · 2025-08-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BZO2S7W4DW7UT3N762WKDDDNVM}

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	2026-07-05T11:53:09.095970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e5da97edc1dbf49edbff6aca18c6dab064716643ba8820097b0d0f13b6e0bcd

Aliases

arxiv: 2508.09163 · arxiv_version: 2508.09163v1 · doi: 10.48550/arxiv.2508.09163 · pith_short_12: BZO2S7W4DW7U · pith_short_16: BZO2S7W4DW7UT3N7 · pith_short_8: BZO2S7W4

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/BZO2S7W4DW7UT3N762WKDDDNVM \
  | 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: 0e5da97edc1dbf49edbff6aca18c6dab064716643ba8820097b0d0f13b6e0bcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b66df99ce885b82d9f97b3f39dd90365f074449980cc40202eee5ca1d6549545",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-05T16:45:24Z",
    "title_canon_sha256": "615c6af2a206f89dd37b649e481ef6360f269503e8fd05bd6e59f0418099c1da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09163",
    "kind": "arxiv",
    "version": 1
  }
}