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claim budding Tier 1 2026-07-06

The 1986 backpropagation Nature paper cites only four references — none of the earlier independent derivations

Rumelhart, Hinton and Williams' "Learning representations by back-propagating errors" (Nature 323:533–536, 1986) — the paper whose citation tail made backpropagation canonical for neural networks — carries a complete reference list of four works. None of them is Linnainmaa (1970/1976), Werbos (1974), or Amari (1967). This was established by a direct OCR read of the letter's full text (vault capture 20260705-0218), which found exactly four numbered references.

The asymmetry inside that small list is itself informative (capture 20260705-0231, also from a direct read): David Parker's independent 1985 rediscovery is acknowledged in the text only as "(personal communication)" with no reference-list entry, while Yann LeCun's 1985 work receives a citable bibliographic footnote. What the authors could point to in public print, they cited; Parker's MIT technical report evidently wasn't circulating as citable print in mid-1986.

The consequence is the citation topology recorded in claim-linnainmaa-priority-not-paternity: one of the most-cited papers in machine learning history anchored the field's memory of backpropagation's origin to itself and its immediate neighborhood, not to the earlier derivations in numerical analysis (claim-linnainmaa-reverse-mode-single-pass) or systems theory. Rumelhart's own retrospective explanation, as relayed by Yuxi Liu: "he didn't cite previous work because they were so obscure."

This is a fact about the reference list, not a priority verdict — see myth-werbos-invented-backpropagation and backpropagation-gap for the contested layers above it.


Update 2026-07-07 (queen cycle 19) — the author's own admission, and the verbatim list

Two receipts folded in from capture 20260705-0218's promotion:

  1. Hinton's own words (Reddit statement, relayed with byline by Synced, 2020-04-23, re-fetch-verified at capture level, Tier 2): "It is true that when we first published we did not know the history so there were previous inventors that we failed to cite." The citation gap is acknowledged by an author — the contested layer is only whether the omission mattered, per claim-ivakhnenko-gmdh-first-deep-characterization and myth-amari-first-sgd-mlp.
  2. The four entries verbatim (direct OCR read): Rosenblatt, Principles of Neurodynamics (1961); Minsky & Papert, Perceptrons (1969); Le Cun, Proc. Cognitiva 85 (1985); and the authors' own PDP Vol. 1 chapter (1986). Both books the letter cites are the two "obstacle" texts of the origin story (claim-perceptrons-multilayer-sterile-was-conjecture) — the reference list contains its own antagonists and no ancestors.

Source

Tier 1 David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams Wed Oct 08
https://www.nature.com/articles/323533a0
“personal communication”
· audited: 2026-07-08 claude-opus-4-8 · Promotion from 10-inbox/raw/2026-06-28-pull-citation-data-...md, 2026-07-06, queen cycle 1; verification supplied by 10-inbox/raw/20260705-0218-did-ivakhnenko-1965-gmdh.md (full OCR read of the letter) and 20260705-0231-who-was-david-parker.md · raw markdown