Pith Number

pith:Q3ZWFN53

pith:2023:Q3ZWFN533MDBKMDILVEMXWTDDU

not attested not anchored not stored refs pending

A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures

Cristian Zambelli, Cristina Silvano, Daniele Ielmini, Enrico Calore, Enrico Russo, Fabrizio Ferrandi, Francesco Conti, Francesco Lo Presti, Giuseppe Ascia, Leandro Fiorin, Luca Benini, Luca Bompani, Maurizio Palesi, Salvatore Filippone, Sebastiano Fabio Schifano, Serena Curzel, Stefania Perri, Valeria Cardellini

arxiv:2311.17815 v2 · 2023-11-29 · cs.AR · 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{Q3ZWFN533MDBKMDILVEMXWTDDU}

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	2026-07-05T11:07:00.760069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86f362b7bbdb061530685d48cbda631d3c322fd41175bee455d5f27ed2c27ee4

Aliases

arxiv: 2311.17815 · arxiv_version: 2311.17815v2 · doi: 10.48550/arxiv.2311.17815 · pith_short_12: Q3ZWFN533MDB · pith_short_16: Q3ZWFN533MDBKMDI · pith_short_8: Q3ZWFN53

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/Q3ZWFN533MDBKMDILVEMXWTDDU \
  | 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: 86f362b7bbdb061530685d48cbda631d3c322fd41175bee455d5f27ed2c27ee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c217f3c7c5741418e2ca89dae6713082b27e5d7c3163ed43838617a34b56f25",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2023-11-29T17:10:16Z",
    "title_canon_sha256": "0c25afb35b0abe4af20f65772af6ce1c63b8f60b3a60a2da05ee0b295fd60729"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17815",
    "kind": "arxiv",
    "version": 2
  }
}