Pith Number

pith:NADXHY3F

pith:2017:NADXHY3F3QQPWD6KIBHW3NQ3VK

not attested not anchored not stored refs pending

An Introduction to Deep Learning for the Physical Layer

Jakob Hoydis, Timothy J. O'Shea

arxiv:1702.00832 v2 · 2017-02-02 · cs.IT · cs.LG · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NADXHY3F3QQPWD6KIBHW3NQ3VK}

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

Mutli-Level Autoencoder: Deep Learning Based Channel Coding and Modulation

Receipt and verification

First computed	2026-05-18T00:40:28.596635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

680773e365dc20fb0fca404f6db61baaba85589f480b7ff2c5d18eb703f1e05b

Aliases

arxiv: 1702.00832 · arxiv_version: 1702.00832v2 · doi: 10.48550/arxiv.1702.00832 · pith_short_12: NADXHY3F3QQP · pith_short_16: NADXHY3F3QQPWD6K · pith_short_8: NADXHY3F

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/NADXHY3F3QQPWD6KIBHW3NQ3VK \
  | 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: 680773e365dc20fb0fca404f6db61baaba85589f480b7ff2c5d18eb703f1e05b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "947764ebf946dec5b0ab25619103c999d3e4482d91bae7107b07b933a075294c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2017-02-02T21:30:08Z",
    "title_canon_sha256": "c13caa9a34ecd38d9694ba6bb8bc4c67a328dcca8b09b56aeb407407fde602f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.00832",
    "kind": "arxiv",
    "version": 2
  }
}