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21 octobre 2019

Does Artificial Neural Network support Connectivism’s assumptions?

By Stephen Downes - Stephen's Web. Does Artificial Neural Network support Connectivism’s assumptions?
Does Artificial Neural Network support Connectivism’s assumptions?, International Journal of Instructional Technology and Distance Learning, 2019/03/04
The answer to the question posed in the title is "yes, mostly" (and I would quibble with the places where the paper says they don't mesh) but the real value of the paper is a step-by-step examination of different types of neural networks used in machine learning and (especially) deep learning. "the only hope is to use unsupervised learning model in which  a learner should extract the pattern from given examples without explicit feedback. The repetition and relative similarity between objects in given examples may help a learner to cluster and combine different ideas together to come up with new object". More...

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