Pith Number

pith:J5KXB2ZX

pith:2021:J5KXB2ZXX4T3IXKAOGBAN6POT7

not attested not anchored not stored refs pending

Fast convolutional neural networks on FPGAs with hls4ml

Christoffer Petersson, Duc Hoang, Dylan Rankin, Edward Kreinar, Giuseppe Di Guglielmo, Hampus Linander, Javier Duarte, Jennifer Ngadiuba, Kevin Pedro, Maurizio Pierini, Mia Liu, Nhan Tran, Nicol\`o Ghielmetti, Philip Harris, Sergo Jindariani, Sioni Summers, Thea Aarrestad, Vladimir Loncar, Yutaro Iiyama, Zhenbin Wu

arxiv:2101.05108 v2 · 2021-01-13 · cs.LG · cs.CV · hep-ex · physics.ins-det · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J5KXB2ZXX4T3IXKAOGBAN6POT7}

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

Local Conformal Predictions for Calibrated Surrogates

Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers

Receipt and verification

First computed	2026-07-05T02:58:24.135796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f5570eb37bf27b45d40718206f9ee9ff511e6f2e9e36dba780427756369feeb

Aliases

arxiv: 2101.05108 · arxiv_version: 2101.05108v2 · doi: 10.48550/arxiv.2101.05108 · pith_short_12: J5KXB2ZXX4T3 · pith_short_16: J5KXB2ZXX4T3IXKA · pith_short_8: J5KXB2ZX

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/J5KXB2ZXX4T3IXKAOGBAN6POT7 \
  | 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: 4f5570eb37bf27b45d40718206f9ee9ff511e6f2e9e36dba780427756369feeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0815307baa0364fb4f7cb3eb6dd7a328a66353ef9d56cfb9f413d5dac134cc4",
    "cross_cats_sorted": [
      "cs.CV",
      "hep-ex",
      "physics.ins-det",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-13T14:47:11Z",
    "title_canon_sha256": "f545fe7804604daafbbf080b5617ff541c9d8963aab4a2b793977c9bbb5097a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.05108",
    "kind": "arxiv",
    "version": 2
  }
}