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Details for article 41 of 76 found articles
| Title: |
Hypertransfer in Neural Networks |
| Author: |
Murre, Jaap M. J. |
| Appeared in: |
Connection science |
| Paging: | Volume 8 (1996) nr. 2 pages 249-258 |
| Year: |
1996-06-01 |
| Contents: |
The Osgood surface for transfer in human associative learning is introduced (Osgood, 1949). It describes the relationship between stimulus and response similarities and transfer of learning. In this paradigm, first a list A is learned, then a list B, followed by retesting on list A. Simulation results indicate that three-layer networks with backpropagation do not only show 'catastrophic interference' but also 'hypertransfer'. Two-layer networks do not suffer from this. Hypertransfer is explained with reference to hidden-layer representations formed during learning. Since it cannot account for this very general trait of human behavior, backpropagation's role as a tool for models of human memory must be watched very carefully. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 41 of 76 found articles
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