Pith Number

pith:AG5LQXIA

pith:2025:AG5LQXIACERW6VYGTUIF4ZC2KX

not attested not anchored not stored refs pending

Continuous-Time Signal Decomposition: An Implicit Neural Generalization of PCA and ICA

Krishna Subramani, Paris Smaragdis, Shayan K. Azmoodeh

arxiv:2507.09091 v1 · 2025-07-12 · cs.LG · eess.SP · stat.ML

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\usepackage{pith}
\pithnumber{AG5LQXIACERW6VYGTUIF4ZC2KX}

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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

Continuous-Time Signal Decomposition: An Implicit Neural Generalization of PCA and ICA

Receipt and verification

First computed	2026-07-05T11:36:03.495830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01bab85d0011236f57069d105e645a55f6dffdf87c4cba2983e39b29075b5299

Aliases

arxiv: 2507.09091 · arxiv_version: 2507.09091v1 · doi: 10.48550/arxiv.2507.09091 · pith_short_12: AG5LQXIACERW · pith_short_16: AG5LQXIACERW6VYG · pith_short_8: AG5LQXIA

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/AG5LQXIACERW6VYGTUIF4ZC2KX \
  | 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: 01bab85d0011236f57069d105e645a55f6dffdf87c4cba2983e39b29075b5299

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddb5f87c2422889302d1fddeb09ea76578f13b25b3e70f1b681d57fbee009f1d",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-12T00:20:16Z",
    "title_canon_sha256": "460c79122363a76a20faae0bf37e048b0775bb3cbe984673b29d2b409c1eade9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09091",
    "kind": "arxiv",
    "version": 1
  }
}