Pith. sign in
Pith Number

pith:VNJTOTH7

pith:2025:VNJTOTH7W2UJ57AOZFF5H3UI46
not attested not anchored not stored refs pending

Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications

Arwin Gansekoele, Mark Hoogendoorn, Rob van der Mei, Sandjai Bhulai

arxiv:2501.04730 v2 · 2025-01-06 · cs.IT · cs.NI · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VNJTOTH7W2UJ57AOZFF5H3UI46}

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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 2026-07-05T11:33:19.235946Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ab53374cffb6a89efc0ec94bd3ee88e7a9597275e7d43b4070aa4fc8a70590c2

Aliases

arxiv: 2501.04730 · arxiv_version: 2501.04730v2 · doi: 10.48550/arxiv.2501.04730 · pith_short_12: VNJTOTH7W2UJ · pith_short_16: VNJTOTH7W2UJ57AO · pith_short_8: VNJTOTH7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VNJTOTH7W2UJ57AOZFF5H3UI46 \
  | 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: ab53374cffb6a89efc0ec94bd3ee88e7a9597275e7d43b4070aa4fc8a70590c2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cefd913da5c2437088696fb0ddc5c51f26b2957905ffb59c5c2c3ad1b1bf2e03",
    "cross_cats_sorted": [
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-01-06T15:59:55Z",
    "title_canon_sha256": "e5325a4a4ac7e022e4e36be8b6bb5543fee2b7a41f1b1ce05fa9e7e89aa0fd90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04730",
    "kind": "arxiv",
    "version": 2
  }
}