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Connectionism - Wikipedia, the free encyclopedia
Connectionism is a set of approaches in the fields of artificial intelligence, cognitive psychology, cognitive science, neuroscience and philosophy of mind, that models mental or behavioral phenomena...
en.wikipedia.org/wiki/Connectionism |
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Philosophers have become interested in connectionism because it promises to provide an alternative to the classical theory of the mind: the widely held view that the mind is something akin to a digital computer processing a symbolic language.
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The hallmark of connectionism (like all behavioral theory) was that learning could be adequately explained without refering to any unobservable internal states.
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Connectionism (Stanford Encyclopedia of Philosophy) ... Connectionism (David B. McCaughan) ... Dawson and Shamanski (1994) Connectionism, Confusion, and Cognitive Science...
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Connectionism is a style of modeling based upon networks of interconnected simple processing devices. This style of modeling goes by a number of other names too. ... The basic components of a connectionist system are as follows;
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Connectionism: Creating an artificial neural network. From the Artificial Intelligence entry in Encyclopædia Britannica from Encyclopædia Britannica Premium Service. ... The weights simply are an indication of how 'important' the incoming signal for that input is." A Brief History of Connectionism. By David A. Medler.
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Connectionism is a “hands on” introduction to connectionist modeling through practical exercises in different types of connectionist architectures.
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Edward Thorndike - Wikipedia, the free encyclopedia
Edward Lee Thorndike (August 31, 1874 Williamsburg, Massachusetts – August 9, 1949) was an American psychologist who spent nearly his entire career at Teachers College, Columbia University. His work ...
en.wikipedia.org/wiki/Edward_Thorndike |
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Next, the development of connectionist research is traced, commencing with connectionism's philosophical predecessors, moving to early psychological and neuropsychological influences, followed by the mathematical and computing contributions to connectionist research.
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Thorndike's connectionism can be viewed as a turning point where theories of neural association became sub-symbolic and graduated from merely implementational accounts to accounts of the functional architecture [112]. In other words, the neural connections became a substitute for, instead of a mechanism of,
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