Pith Number

pith:WPLD2M7E

pith:2019:WPLD2M7EM4L7FCGL2UIOPBQCAL

not attested not anchored not stored refs pending

PhaseDNN - A Parallel Phase Shift Deep Neural Network for Adaptive Wideband Learning

Lizuo Liu, Wei Cai, Xiaoguang Li

arxiv:1905.01389 v2 · 2019-05-03 · eess.SP · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WPLD2M7EM4L7FCGL2UIOPBQCAL}

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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.

Cited by

1 paper in Pith

Theory of the Frequency Principle for General Deep Neural Networks

Receipt and verification

First computed	2026-05-17T23:46:25.568167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3d63d33e46717f288cbd510e7860202d07a5f944db777c03946e4869bf9d1c2

Aliases

arxiv: 1905.01389 · arxiv_version: 1905.01389v2 · doi: 10.48550/arxiv.1905.01389 · pith_short_12: WPLD2M7EM4L7 · pith_short_16: WPLD2M7EM4L7FCGL · pith_short_8: WPLD2M7E

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/WPLD2M7EM4L7FCGL2UIOPBQCAL \
  | 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: b3d63d33e46717f288cbd510e7860202d07a5f944db777c03946e4869bf9d1c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1130ee2c946331302efb2221dc38cd9da2630571d1f464aea4005fbfa898530",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2019-05-03T23:38:55Z",
    "title_canon_sha256": "8560570f8a45956b0d556605be1472a54def54dd4bf73f42115bee223191cdfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.01389",
    "kind": "arxiv",
    "version": 2
  }
}