Pith Number

pith:DPDKGA4U

pith:2025:DPDKGA4UMEQX4AW5MZDZDUKHKP

not attested not anchored not stored refs pending

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

Emre Neftci, John Paul Strachan, Maxime Fabre, Ming-Jay Yang, Sebastian Siegel, Younes Bouhadjar

arxiv:2507.06079 v1 · 2025-07-08 · cs.LG · 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{DPDKGA4UMEQX4AW5MZDZDUKHKP}

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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	2026-07-05T11:33:41.029666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bc6a3039461217e02dd664791d14753df7c86b089b52ec8ff651b7c65db08e3

Aliases

arxiv: 2507.06079 · arxiv_version: 2507.06079v1 · doi: 10.48550/arxiv.2507.06079 · pith_short_12: DPDKGA4UMEQX · pith_short_16: DPDKGA4UMEQX4AW5 · pith_short_8: DPDKGA4U

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/DPDKGA4UMEQX4AW5MZDZDUKHKP \
  | 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: 1bc6a3039461217e02dd664791d14753df7c86b089b52ec8ff651b7c65db08e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "173b7ff867c1969887f64263943ab7879e6ff3bec07f67fbcad1d0d39f2cc391",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-08T15:19:14Z",
    "title_canon_sha256": "1c6b66320338c7e91e56b092011c3e6a6632345d7b0fd03314d01a2a53c2cc2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06079",
    "kind": "arxiv",
    "version": 1
  }
}