Pith Number

pith:I4SHGVOL

pith:2020:I4SHGVOLLAH5ZKZFCVDWBUCA32

not attested not anchored not stored refs pending

Hardware Aware Training for Efficient Keyword Spotting on General Purpose and Specialized Hardware

Aaron R. Voelker, Benjamin Morcos, Chris Eliasmith, Gurshaant Malik, Peter Blouw

arxiv:2009.04465 v3 · 2020-09-09 · eess.AS · cs.LG · cs.SD · eess.SP · 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{I4SHGVOLLAH5ZKZFCVDWBUCA32}

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

1 paper in Pith

QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models

Receipt and verification

First computed	2026-07-05T02:21:52.558701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47247355cb580fdcab25154760d040de9545c2e1ea798c1263ce1c3bc1d18c8e

Aliases

arxiv: 2009.04465 · arxiv_version: 2009.04465v3 · doi: 10.48550/arxiv.2009.04465 · pith_short_12: I4SHGVOLLAH5 · pith_short_16: I4SHGVOLLAH5ZKZF · pith_short_8: I4SHGVOL

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/I4SHGVOLLAH5ZKZFCVDWBUCA32 \
  | 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: 47247355cb580fdcab25154760d040de9545c2e1ea798c1263ce1c3bc1d18c8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af13fb68f325fe0a40921d90a0ae42ad45940fa82a4d64f70e6f127aba6e2bdb",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-09-09T17:06:28Z",
    "title_canon_sha256": "007112c456ea010fb747064d70890a8d2601c1e32cef4a15dc91b2882dbffdef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.04465",
    "kind": "arxiv",
    "version": 3
  }
}