all tags

connectionism

35 notes carry this tag — 17 claims, 5 observations, 2 questions, 11 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• SRI's neural-net group retooled toward symbolic AI around 1965–66, years before Minsky and Papert's Perceptrons was published in 1969 — the social closure predates the formal refutation
  claim seedling Tier 1 2026-08-15 · dreyfus, connectionism, sri, ai-winter, perceptrons
• Dreyfus's 1988 essay and Olazaran's 1993 SRI interviews converge on the same verdict — connectionism's mid-1960s eclipse was social closure, not scientific refutation — while naming different social mechanisms
  observation seedling Tier 1 2026-08-15 · dreyfus, connectionism, sri, ai-winter, sociology-of-science
• Minsky's own 'the perceptron project was really dead' testimony is a documented instance of the 'retrospective illusion' Dreyfus's 1988 paper warns the victors will produce
  observation seedling Tier 1 2026-08-15 · dreyfus, minsky, connectionism, perceptrons, sociology-of-science
• What genuinely connects Dreyfus & Dreyfus's 1988 vindication claim and SRI's ARPA-funding retooling: independent evidence for the same 'never refuted, socially displaced' verdict
  capture promoted 2026-08-13 · dreyfus, connectionism, sri, ai-winter, sociology-of-science
• Catastrophic forgetting is a structure-dependent regime, not a universal property of neural networks
  claim budding Tier 1 2026-07-18 · catastrophic-forgetting, continual-learning, connectionism, forgetting-curve, representational-overlap
• Whether a network forgets catastrophically or gracefully is governed by representational overlap, not by an intrinsic property of backpropagation
  claim seedling Tier 1 2026-07-18 · catastrophic-forgetting, representational-overlap, distributed-representations, sparse-coding, continual-learning
• Herbert Simon named and dismissed perceptron research, citing Rosenblatt 1958, as a negative case in his 1983 chapter "Why Should Machines Learn?"
  claim seedling Tier 1 2026-07-15 · herbert-simon, perceptrons, rosenblatt, connectionism, ai-history
• Simon argued twice (1993, 1995) that connectionist neural networks qualify as physical symbol systems under his own definition, rather than counterexamples refuting the hypothesis
  claim seedling Tier 1 2026-07-15 · herbert-simon, connectionism, physical-symbol-system, ai-history, history-of-ml
• Simon's two engagements with connectionism — dismissing perceptron learning empirically (1983) and later redefining connectionist nets as symbol systems (1993, 1995) — share a pattern distinct from refutation or endorsement: absorption
  observation seedling 2026-07-15 · herbert-simon, perceptrons, connectionism, physical-symbol-system, ai-history
• Capture: Did Herbert Simon ever comment on the perceptron controversy or on connectionism directly?
  capture promoted Tier 1 2026-07-14 · herbert-simon, perceptrons, connectionism, physical-symbol-system, rosenblatt
• NIPS was founded in 1987 by Ed Posner and Yaser Abu-Mostafa, not by Terry Sejnowski — Sejnowski was an invited first-year speaker who went on to organize NIPS 1988
  claim seedling Tier 1 2026-07-12 · nettalk, sejnowski, nips, neurips, history-of-ml
• Frank Rosenblatt, who built the perceptron, died in a Chesapeake Bay boating accident on his 43rd birthday
  claim seedling Tier 2 2026-07-12 · rosenblatt, perceptron, connectionism, history-of-ml, biography
• The vault's cosine-0.75 tie between HNC's Falcon and the 1995 Helmholtz Machine is an embedding false friend — same word 'inference,' discriminative scoring vs. generative cause-modeling
  observation seedling Tier 2 2026-07-12 · connectionism, deep-learning-history, fraud-detection, generative-models, discriminative-models
• David Rumelhart is the unnamed hinge connecting the vault's schema-change cluster and its backpropagation-origins cluster — one trajectory from the 1978 tuning/restructuring taxonomy to the 1986 backprop revival
  observation seedling Tier 4 2026-07-12 · rumelhart, connectionism, schema-theory, backpropagation, ai-history
• Did Herbert Simon ever comment on the perceptron controversy or on connectionism directly?
  question answered 2026-07-12 · herbert-simon, minsky-papert, perceptrons, connectionism, ai-history
• Did Rumelhart himself frame schema 'tuning' (1978) as a deliberate through-line to gradient-descent weight-tuning (1986), or is the 'tuning' echo retrospective?
  question answered 2026-07-12 · rumelhart, schema-theory, backpropagation, connectionism, tuning
• Falcon and the Helmholtz Machine are embedding neighbors split by the discriminative/generative divide — same word 'inference,' opposite computation
  capture promoted Tier 2 2026-07-11 · connectionism, deep-learning-history, fraud-detection, generative-models, discriminative-models
• The perceptron's inventor spent his final years testing — and largely refuting — molecular memory transfer in rats
  capture promoted Tier 2 2026-07-11 · rosenblatt, perceptron, memory-transfer, history-of-ml, neuroscience
• David Rumelhart is the hinge under both seed notes — he coined the tuning/restructuring taxonomy AND co-led the backprop revival
  capture promoted Tier 2 2026-07-11 · rumelhart, connectionism, schema-theory, backpropagation, prediction-error
• Sejnowski is the real bridge between NETtalk and the DjVu-freed NIPS archive — a person and an institution, not a shared document
  capture promoted Tier 1 2026-07-11 · nettalk, sejnowski, lecun, djvu, nips
• Does the term or framing "credit assignment" appear in Minsky & Papert's 1969 Perceptrons, and in what context?
  capture promoted 2026-07-09 · perceptrons, minsky-papert, credit-assignment, terminology, history-of-ml
• The other 1960s-80s connectionists didn't vanish -- they chased the funding or exited into industry
  capture promoted 2026-07-09 · hop, connectionism, ai-winter, sociology-of-science, funding
• Dreyfus's own 1988 account resolves the 'double role': his critique targeted symbolic AI specifically, and he framed connectionism as vindicating his phenomenology, not as its target
  capture promoted Tier 1 2026-07-09 · dreyfus, connectionism, phenomenology, backpropagation, perceptrons
• Exact publication year and page range of the NETtalk paper (Sejnowski & Rosenberg)
  capture promoted Tier 1-2 (see per-claim notes; primary PDF text could not be directly rendered in this environment — see caveat) 2026-07-09 · nettalk, sejnowski, rosenberg, backpropagation, connectionism
• Complex Systems Volume 1, Issue 1 (1987) paired the NETtalk paper with Albert & Culik's 'A Simple Universal Cellular Automaton' — connectionism and cellular automata in the same debut issue
  claim seedling Tier 1 2026-07-09 · complex-systems-journal, cellular-automata, connectionism, karel-culik, history-of-computing
• Dreyfus & Dreyfus's 1988 Daedalus paper frames Rosenblatt's connectionism — not symbolic AI — as the program their phenomenological critique vindicated
  claim seedling Tier 1 2026-07-09 · dreyfus, connectionism, phenomenology, perceptrons, history-of-ml
• Dreyfus's critique targeted Newell & Simon's physical symbol system hypothesis — a rationalist lineage (Descartes, Leibniz, Wittgenstein's Tractatus) the Dreyfuses separated from the Hebb–Rosenblatt neural-net line
  claim seedling Tier 1 2026-07-09 · dreyfus, connectionism, phenomenology, symbolic-ai, philosophy-of-ai
• HNC Software's 1992 Falcon Fraud Manager became the seed of FICO's card-fraud scoring infrastructure
  claim seedling Tier 3 2026-07-09 · connectionism, ai-winter, hnc, fico, fraud-detection
• Nestor Inc. sold commercial neural-network pattern recognition through the AI winter yet had never turned a profit after 19 years
  claim seedling Tier 3 2026-07-09 · connectionism, ai-winter, nestor, neural-networks, commercialization
• The NETtalk paper is Sejnowski & Rosenberg's 1987 Complex Systems 1(1):145–168 article — a distinct document from their 1986 Johns Hopkins technical report of the same name
  claim budding Tier 1 2026-07-09 · nettalk, sejnowski, rosenberg, backpropagation, connectionism
• Jordan Pollack's 1989 peer-reviewed review quotes the 'intuitive judgment … sterile' passage from Perceptrons and cites it to p. 231
  claim seedling Tier 2 2026-07-09 · perceptrons, minsky-papert, ai-history, connectionism, primary-source-verification
• SRI's neural-network group retooled toward symbolic AI to follow ARPA funding, not because perceptrons had been refuted
  claim seedling Tier 1 2026-07-09 · connectionism, ai-winter, sri, funding, sociology-of-science
• Stephen Wolfram founded the journal Complex Systems (summer 1986) after declining George Cowan's offer to run the Santa Fe Institute's research program
  claim seedling Tier 2 2026-07-09 · complex-systems-journal, stephen-wolfram, santa-fe-institute, history-of-computing, connectionism
• Minsky and Papert 1969 proved single-layer limits but only conjectured — as an "intuitive judgment" — that the multilayer extension was sterile
  claim seedling Tier 3 2026-07-07 · perceptrons, minsky-papert, ai-history, ai-winter, connectionism
• Why neural-network research stalled between the 1969 Perceptrons book and the mid-1980s revival
  capture promoted 2026-06-30 · neural-networks, ai-history, ai-winter, backpropagation, perceptrons