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Pith Number

pith:ABK6R5QG

pith:2023:ABK6R5QGJ3K3J5YJYYVEPLURWR
not attested not anchored not stored refs pending

The Integrated Forward-Forward Algorithm: Integrating Forward-Forward and Shallow Backpropagation With Local Losses

Desmond Y.M. Tang

arxiv:2305.12960 v1 · 2023-05-22 · cs.NE · cs.AI

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\usepackage{pith}
\pithnumber{ABK6R5QGJ3K3J5YJYYVEPLURWR}

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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

Receipt and verification
First computed 2026-07-05T06:12:25.077607Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0055e8f6064ed5b4f709c62a47ae91b455c70d4c083af2e638d63e832addd6b3

Aliases

arxiv: 2305.12960 · arxiv_version: 2305.12960v1 · doi: 10.48550/arxiv.2305.12960 · pith_short_12: ABK6R5QGJ3K3 · pith_short_16: ABK6R5QGJ3K3J5YJ · pith_short_8: ABK6R5QG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ABK6R5QGJ3K3J5YJYYVEPLURWR \
  | 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: 0055e8f6064ed5b4f709c62a47ae91b455c70d4c083af2e638d63e832addd6b3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c0829d25072b869e46860b203842a2dc77807529a45ff7d408f9316be28c716a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-05-22T12:10:47Z",
    "title_canon_sha256": "672fcdd6c8eb2edac2ed741a8ed0b07487cdc229f564d9f11019773ade2da2d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12960",
    "kind": "arxiv",
    "version": 1
  }
}