Pith Number

pith:ERDFYRGH

pith:2022:ERDFYRGHLKNGC5TFLPAG6XQWJH

not attested not anchored not stored refs pending

PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations in Pure C++

Fangzhen Lin, Jaewoo Song

arxiv:2201.02863 v6 · 2022-01-08 · 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{ERDFYRGHLKNGC5TFLPAG6XQWJH}

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

TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment

Receipt and verification

First computed	2026-07-05T04:20:18.032223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24465c44c75a9a6176655bc06f5e1649c8ad6378d41a627ebf10c290145beb28

Aliases

arxiv: 2201.02863 · arxiv_version: 2201.02863v6 · doi: 10.48550/arxiv.2201.02863 · pith_short_12: ERDFYRGHLKNG · pith_short_16: ERDFYRGHLKNGC5TF · pith_short_8: ERDFYRGH

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/ERDFYRGHLKNGC5TFLPAG6XQWJH \
  | 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: 24465c44c75a9a6176655bc06f5e1649c8ad6378d41a627ebf10c290145beb28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee6568aae873f06a9d5bf7d341af9954170630139b3fec746fc1599735d6f70f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-08T16:52:34Z",
    "title_canon_sha256": "5ec2b83ef3271a9f60e4f6be6625b2df1201e0ba6419b027eb6db9129f059a90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.02863",
    "kind": "arxiv",
    "version": 6
  }
}