Pith Number

pith:2FSY55VV

pith:2019:2FSY55VVCHYM3DXHVBFKQ4EB7Y

not attested not anchored not stored refs pending

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Aayush Ankit, Dejan S Milojicic, Geoffrey Ndu, Izzat El Hajj, John Paul Strachan, Kaushik Roy, Martin Foltin, Paolo Faraboschi, R. Stanley Williams, Sai Rahul Chalamalasetti, Wen-Mei Hwu

arxiv:1901.10351 v2 · 2019-01-29 · cs.ET · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FSY55VVCHYM3DXHVBFKQ4EB7Y}

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

X-CHANGR: Changing Memristive Crossbar Mapping for Mitigating Line-Resistance Induced Accuracy Degradation in Deep Neural Networks

Receipt and verification

First computed	2026-05-17T23:55:06.894816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1658ef6b511f0cd8ee7a84aa87081fe360ce141ea2dcc93ae74cc398d351e5f

Aliases

arxiv: 1901.10351 · arxiv_version: 1901.10351v2 · doi: 10.48550/arxiv.1901.10351 · pith_short_12: 2FSY55VVCHYM · pith_short_16: 2FSY55VVCHYM3DXH · pith_short_8: 2FSY55VV

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/2FSY55VVCHYM3DXHVBFKQ4EB7Y \
  | 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: d1658ef6b511f0cd8ee7a84aa87081fe360ce141ea2dcc93ae74cc398d351e5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de6f9a2302fedfefe85531b8bd270af99fa8be57ce14d8e772b146fb45c5edb4",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.ET",
    "submitted_at": "2019-01-29T15:59:54Z",
    "title_canon_sha256": "715df3a9921a78d7451f91db0ca7143797e54540e03a02945c97eba3932dcee0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.10351",
    "kind": "arxiv",
    "version": 2
  }
}