词汇 | connectionism |
释义 | BETA Examples of connectionismconnectionism isn’t in the Cambridge Dictionary yet. You can help! Some researchers disagree: connectionism is no more than just another hype to be abandoned before long. The strengths of classical connectionism on this test derive from its intense effort in addressing empirical phenomena in such domains as language and cognitive development. This evidence is important for an informed evaluation of modern-day connectionism and for the authors' own proposals. In particular, connectionism distinguishes between two structurally distinct kinds of representing vehicle: connection weight representations, and activation pattern representations. Datadriven theories such as connectionism crucially depend on input frequency. First, in contrast to some other approaches such as many species of connectionism, our models make all of their representational assumptions explicit. To provide a roughly coherent framework for evaluation, we will focus on what has been called classical connectionism. So classical connectionism clearly violates this input test and is not a valid theory of cognition. On language and connectionism : analysis of a parallel distributed processing model of language acquisition. Thus, when modern connectionism arose, the targets of its criticisms were the symbols and rules of these theories. This might be all well and good if connectionism were viable as an overall model of cognition. This explains the criticism of neural network modeling and connectionism (p. 33 and other parts of the book). Modern connectionism has offered a computational framework for the single mechanism view. Connectionism and the mind: an introduction to parallel processing in networks. One aspect of the book that deserves comment in this respect is the focus on connectionism to the exclusion of other types of model. The final section concerns research methods, with chapters on connectionism, computerized instruction and on-line assessment of processing, and protocol analysis. |
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