Pith Number

pith:5YAJ3RYI

pith:2023:5YAJ3RYIFARXPFFAB2CUGHGSLU

not attested not anchored not stored refs pending

NeFT: Negative Feedback Training to Improve Robustness of Compute-In-Memory DNN Accelerators

Dailin Gan, Jun Xia, Wujie Wen, Xiaobo Sharon Hu, Yifan Qin, Yiyu Shi, Zheyu Yan, Zixuan Pan

arxiv:2305.14561 v5 · 2023-05-23 · cs.LG · cs.AI · 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{5YAJ3RYIFARXPFFAB2CUGHGSLU}

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

Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures

Receipt and verification

First computed	2026-07-05T11:54:37.836938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee009dc70828237794a00e85431cd25d3db14f5c819dfaa07c8304253dc47462

Aliases

arxiv: 2305.14561 · arxiv_version: 2305.14561v5 · doi: 10.48550/arxiv.2305.14561 · pith_short_12: 5YAJ3RYIFARX · pith_short_16: 5YAJ3RYIFARXPFFA · pith_short_8: 5YAJ3RYI

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/5YAJ3RYIFARXPFFAB2CUGHGSLU \
  | 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: ee009dc70828237794a00e85431cd25d3db14f5c819dfaa07c8304253dc47462

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91e176c9ba02c4d2db50569f18929174a8f6a82f8c60cc44bc14da5162e27124",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T22:56:26Z",
    "title_canon_sha256": "339ee012154d84498843cba8645e1cc8d46e80d6c5d86665e42f8e99caeacf82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14561",
    "kind": "arxiv",
    "version": 5
  }
}