Pith Number

pith:KSOOOZXS

pith:2023:KSOOOZXSRK7XW7Y2WMY2YEHQJI

not attested not anchored not stored refs pending

Evolution of Convolutional Neural Network (CNN): Compute vs Memory bandwidth for Edge AI

Dwith Chenna

arxiv:2311.12816 v1 · 2023-09-24 · cs.CV · 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{KSOOOZXSRK7XW7Y2WMY2YEHQJI}

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

Energy-Efficient Supervised Learning with a Binary Stochastic Forward-Forward Algorithm

Receipt and verification

First computed	2026-07-05T07:15:18.847071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

549ce766f28abf7b7f1ab331ac10f04a2352c18b024252ff728e4be0f9b56e20

Aliases

arxiv: 2311.12816 · arxiv_version: 2311.12816v1 · doi: 10.48550/arxiv.2311.12816 · pith_short_12: KSOOOZXSRK7X · pith_short_16: KSOOOZXSRK7XW7Y2 · pith_short_8: KSOOOZXS

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/KSOOOZXSRK7XW7Y2WMY2YEHQJI \
  | 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: 549ce766f28abf7b7f1ab331ac10f04a2352c18b024252ff728e4be0f9b56e20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bb008c66aa3bc33e9f2134fefe9f9f35a68ef7e7456ad1997052936bfe96b70",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-24T09:11:22Z",
    "title_canon_sha256": "59c2f082824ded2e19ec2bc879a16f2f1a14cd57d4de969372373978cca3125c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12816",
    "kind": "arxiv",
    "version": 1
  }
}