pith. sign in
Pith Number

pith:KTMKXLIU

pith:2019:KTMKXLIULK6TQWWA7FWYSSV3XU
not attested not anchored not stored refs pending

Information Theoretic Feature Transformation Learning for Brain Interfaces

Deniz Erdogmus, Ozan Ozdenizci

arxiv:1903.12235 v2 · 2019-03-28 · cs.LG · cs.HC · cs.IT · eess.SP · math.IT · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KTMKXLIULK6TQWWA7FWYSSV3XU}

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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 2026-05-17T23:49:20.116782Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

54d8abad145abd385ac0f96d894abbbd19d505fca84f23efe8c62465bc92d255

Aliases

arxiv: 1903.12235 · arxiv_version: 1903.12235v2 · doi: 10.48550/arxiv.1903.12235 · pith_short_12: KTMKXLIULK6T · pith_short_16: KTMKXLIULK6TQWWA · pith_short_8: KTMKXLIU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KTMKXLIULK6TQWWA7FWYSSV3XU \
  | 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: 54d8abad145abd385ac0f96d894abbbd19d505fca84f23efe8c62465bc92d255
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f51703bf1709937eeaa2df3d13b316d24b3fd8c50dd27ed429b0f1b17e5240b3",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.IT",
      "eess.SP",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-28T19:41:05Z",
    "title_canon_sha256": "0bdcf1ccbcf853311c282a3f1286fba4c8687e7893f0984e9eebbb138ff8ecda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.12235",
    "kind": "arxiv",
    "version": 2
  }
}