Pith Number

pith:T6SEL3YC

pith:2023:T6SEL3YCE22XWXME6B4YEXE2KL

not attested not anchored not stored refs pending

Automatic Modulation Classification with Deep Neural Networks

Clayton Harper, Eric Larson, Mitchell Thornton

arxiv:2301.11773 v1 · 2023-01-27 · 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{T6SEL3YCE22XWXME6B4YEXE2KL}

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	2026-07-05T05:36:26.352987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fa445ef0226b57b5d84f079825c9a52fc41e5a52c2fcce0a443f7f3c4dc63c7

Aliases

arxiv: 2301.11773 · arxiv_version: 2301.11773v1 · doi: 10.48550/arxiv.2301.11773 · pith_short_12: T6SEL3YCE22X · pith_short_16: T6SEL3YCE22XWXME · pith_short_8: T6SEL3YC

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/T6SEL3YCE22XWXME6B4YEXE2KL \
  | 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: 9fa445ef0226b57b5d84f079825c9a52fc41e5a52c2fcce0a443f7f3c4dc63c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32ff8aa4b9185c1a45e4c971c20d82e648ead56e969ef544b0b23256983da4e9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T15:16:06Z",
    "title_canon_sha256": "4dd074e7a40cb3572590352ff76450f5e98cd331443a3318615d1632b9e9b8b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11773",
    "kind": "arxiv",
    "version": 1
  }
}