Pith. sign in
Pith Number

pith:WBDBJLOL

pith:2019:WBDBJLOLZGJQTSN6HMK65RP7R6
not attested not anchored not stored refs pending

Efficient training and design of photonic neural network through neuroevolution

Jian Dai, Jia Wang, Kun Xu, Tian Zhang, Xiaojuan Sun, Xu Han, Yihang Dan, Yuxiang Lanqiu

arxiv:1908.08012 v1 · 2019-08-04 · cs.NE · physics.optics

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WBDBJLOLZGJQTSN6HMK65RP7R6}

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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 2026-07-05T00:31:55.707424Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b04614adcbc99309c9be3b15eec5ff8fb09f6d7741a49452f081129fb4b09135

Aliases

arxiv: 1908.08012 · arxiv_version: 1908.08012v1 · doi: 10.48550/arxiv.1908.08012 · pith_short_12: WBDBJLOLZGJQ · pith_short_16: WBDBJLOLZGJQTSN6 · pith_short_8: WBDBJLOL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WBDBJLOLZGJQTSN6HMK65RP7R6 \
  | 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: b04614adcbc99309c9be3b15eec5ff8fb09f6d7741a49452f081129fb4b09135
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e041984f77a42d36c7b162bf4be936be2664761dbe8b6cabdac4d691f79d3d2d",
    "cross_cats_sorted": [
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-08-04T14:45:07Z",
    "title_canon_sha256": "d5b35f101ed397f536eba636f98a834138fe557c203fc3e5717f1823fd891c83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.08012",
    "kind": "arxiv",
    "version": 1
  }
}