Pith Number

pith:DN2SXNUA

pith:2015:DN2SXNUAMMTL6DX7M3Y5RI3AFV

not attested not anchored not stored refs pending

Recurrent Neural Networks Hardware Implementation on FPGA

Andre Xian Ming Chang, Berin Martini, Eugenio Culurciello

arxiv:1511.05552 v4 · 2015-11-17 · 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{DN2SXNUAMMTL6DX7M3Y5RI3AFV}

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.

Cited by

2 papers in Pith

Hardware-Software Co-Design of Scalable, Energy-Efficient Analog Recurrent Computations

Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications

Receipt and verification

First computed	2026-05-18T01:19:38.359579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b752bb6806326bf0eff66f1d8a3602d6b76b36c822fecda272d0f7d70e164cb

Aliases

arxiv: 1511.05552 · arxiv_version: 1511.05552v4 · doi: 10.48550/arxiv.1511.05552 · pith_short_12: DN2SXNUAMMTL · pith_short_16: DN2SXNUAMMTL6DX7 · pith_short_8: DN2SXNUA

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/DN2SXNUAMMTL6DX7M3Y5RI3AFV \
  | 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: 1b752bb6806326bf0eff66f1d8a3602d6b76b36c822fecda272d0f7d70e164cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "301482a3c460bece0c8e563f21d634ada714aad33aeaba5a01722997383fbe7d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2015-11-17T02:20:37Z",
    "title_canon_sha256": "4b4a09ace231affde0c0c8590c9e35749bc01bffe177f26a627cb92d074a930a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.05552",
    "kind": "arxiv",
    "version": 4
  }
}