SECOND STAGE: THE CLASSICAL COGNITIVE MODEL by Erick Jaimes
English | 2022 | ISBN: N/A | ASIN: B0B9Y2W4XS | 260 pages | MOBI | 0.41 Mb
Using the example of the machine to read English texts, an important difference between the connectionist and the Symbolist models can be shown. In the connectionist model, as soon as the printed letters enter the system, they are transformed into a series of patterns of activation and deactivation and transmission of signals by the components of the network; It does not become a symbol, nor is it possible to linearly follow its path of transformations as it happens in the sequential architecture of the classical cognitivist model. In connectionism, symbols or representations disappear or serve no function. Thus, the traditional perspective of various psychologies and other disciplines, expressed in that the mind works with symbols, is left without place.
The connectionist model seems closer to biology, since it allows us to explain the speed with which cognitive processes are carried out and their resistance to damage, that is, very rarely is the whole of a skill involved; it is almost always partially preserved. It has the additional advantage that it is not necessary to symbolically represent the entire environment to navigate in it, it is enough to interact with certain parts to achieve useful behaviors aimed at solving specific problems. From the perspective of connectionism, it can be said that the mind works on a computational architecture of massive interconnections distributed in parallel and that connectivity is modified through experience and learning.
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