Pith Number

pith:LRQSL4RY

pith:2023:LRQSL4RYILH3COA7246VW5IPUV

not attested not anchored not stored refs pending

A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms

Angelo Garofalo, Cristian Zambelli, Cristina Silvano, Daniele Ielmini, Davide De Caro, Davide Patti, Enrico Calore, Fabrizio Ferrandi, Francesco Conti, Gian Carlo Cardarilli, Giuseppe Ascia, Leandro Fiorin, Luca Benini, Luciano Lavagno, Maurizio Palesi, Nicola Petra, Robert Birke, Sebastiano Fabio Schifano, Serena Curzel, Stefania Perri, Teodoro Urso, Valeria Cardellini

arxiv:2306.15552 v3 · 2023-06-27 · cs.AR · cs.ET · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LRQSL4RYILH3COA7246VW5IPUV}

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

LILogic Net: Compact Logic Gate Networks with Learnable Connectivity for Efficient Hardware Deployment

MANOJAVAM: A Scalable, Unified FPGA Accelerator for Matrix Multiplication and Singular Value Decomposition in Principal Component Analysis

Receipt and verification

First computed	2026-07-05T10:46:52.506620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c6125f23842cfb1381fd73d5b750fa5785ee5dc64f11202ee627b2f4a206df7

Aliases

arxiv: 2306.15552 · arxiv_version: 2306.15552v3 · doi: 10.48550/arxiv.2306.15552 · pith_short_12: LRQSL4RYILH3 · pith_short_16: LRQSL4RYILH3COA7 · pith_short_8: LRQSL4RY

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/LRQSL4RYILH3COA7246VW5IPUV \
  | 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: 5c6125f23842cfb1381fd73d5b750fa5785ee5dc64f11202ee627b2f4a206df7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd07bd832dadba7ede4d0f97c40a24936c60285245c855705347da68e2061d51",
    "cross_cats_sorted": [
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2023-06-27T15:24:24Z",
    "title_canon_sha256": "f6d16ab9b8aa0a4a6f92083a3e6c29045d4020a68dce02636ea701d27c52480b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15552",
    "kind": "arxiv",
    "version": 3
  }
}