Pith Number

pith:UTDZE6F4

pith:2018:UTDZE6F4S6YN6IMAK2H4KY4ESR

not attested not anchored not stored refs pending

NullaNet: Training Deep Neural Networks for Reduced-Memory-Access Inference

Ghasem Pasandi, Mahdi Nazemi, Massoud Pedram

arxiv:1807.08716 v2 · 2018-07-23 · cs.LG · cs.NE · stat.ML

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\usepackage{pith}
\pithnumber{UTDZE6F4S6YN6IMAK2H4KY4ESR}

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Record completeness

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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

Neural Network Training with Approximate Logarithmic Computations

Receipt and verification

First computed	2026-05-18T00:07:17.152407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c79278bc97b0df2180568fc56384945f870e4f7013ea94054ddb849a0510f1

Aliases

arxiv: 1807.08716 · arxiv_version: 1807.08716v2 · doi: 10.48550/arxiv.1807.08716 · pith_short_12: UTDZE6F4S6YN · pith_short_16: UTDZE6F4S6YN6IMA · pith_short_8: UTDZE6F4

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/UTDZE6F4S6YN6IMAK2H4KY4ESR \
  | 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: a4c79278bc97b0df2180568fc56384945f870e4f7013ea94054ddb849a0510f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4532fca412a8bd85470b5977034cb4d32f72531dddf1bac479ebcb10b70290df",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-23T16:50:31Z",
    "title_canon_sha256": "8aea3bf7336f45b51e429a405dab3a895a787eeb6e23126b6c3cb12b601eec8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.08716",
    "kind": "arxiv",
    "version": 2
  }
}