Pith Number

pith:E3PV3BPA

pith:2020:E3PV3BPAJOWMPI3J5SP5XVBA2D

not attested not anchored not stored refs pending

DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning

Ahmet Inci, Diana Marculescu, Mehmet Meric Isgenc

arxiv:2012.04559 v1 · 2020-12-08 · cs.AR · 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{E3PV3BPAJOWMPI3J5SP5XVBA2D}

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	2026-07-05T04:24:54.704763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26df5d85e04bacc7a369ec9fdbd420d0dedc87afcaa6d1543b47677e7cea3356

Aliases

arxiv: 2012.04559 · arxiv_version: 2012.04559v1 · doi: 10.48550/arxiv.2012.04559 · pith_short_12: E3PV3BPAJOWM · pith_short_16: E3PV3BPAJOWMPI3J · pith_short_8: E3PV3BPA

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/E3PV3BPAJOWMPI3J5SP5XVBA2D \
  | 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: 26df5d85e04bacc7a369ec9fdbd420d0dedc87afcaa6d1543b47677e7cea3356

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b65479bba6e5c381dbfb3335f95c38e7e15a84ae6fb33c79d148a6089744edfd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2020-12-08T16:53:25Z",
    "title_canon_sha256": "b5555807f00bd3f827dc040cd460a1848cc09c8fa9e75e6e5e49a912bcaf9088"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.04559",
    "kind": "arxiv",
    "version": 1
  }
}