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Single Idea 3200

[filed under theme 17. Mind and Body / E. Mind as Physical / 4. Connectionism ]

Full Idea

Connectionism is a way of capturing the holism of pattern recognition, as stressed by many critics of computational theories of mind.

Gist of Idea

Pattern recognition is puzzling for computation, but makes sense for connectionism

Source

Georges Rey (Contemporary Philosophy of Mind [1997], 8.8)

Book Ref

Rey,Georges: 'Contemporary Philosophy of Mind' [Blackwell 1997], p.226


A Reaction

I am drawn to the idea that arithmetic derives from pattern recognition, and the latter is basic to all minds (a kind of instant unthinking induction), so this seems to me a win for connectionism.


The 14 ideas with the same theme [mind is the sum of many associations/connections]:

Could a cloud have a headache if its particles formed into the right pattern? [Harman]
Modern connectionism is just Hume's theory of the 'association' of 'ideas' [Fodor]
Hume has no theory of the co-ordination of the mind [Fodor]
Only the labels of nodes have semantic content in connectionism, and they play no role [Fodor]
Hume's associationism offers no explanation at all of rational thought [Fodor]
Instead of representation by sentences, it can be by a distribution of connectionist strengths [Kirk,R]
Pattern recognition is puzzling for computation, but makes sense for connectionism [Rey]
Connectionism explains well speed of perception and 'graceful degradation' [Rey]
Connectionism explains irrationality (such as the Gamblers' Fallacy) quite well [Rey]
Connectionism assigns numbers to nodes and branches, and plots the outcomes [Rey]
Perceptions could give us information without symbolic representation [Lyons]
Neural networks can generalise their training, e.g. truths about tigers apply mostly to lions [Pinker]
There are five types of reasoning that seem beyond connectionist systems [Pinker, by PG]
Connectionists cannot distinguish concept-memories from their background, or the processes [Machery]