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Details for article 43 of 46 found articles
| Title: |
Task-dependent evolution of modularity in neural networks |
| Author: |
Husken, Michael Igel, Christian Toussaint, Marc |
| Appeared in: |
Connection science |
| Paging: | Volume 14 (2002) nr. 3 pages 219-229 |
| Year: |
2002-09-01 |
| Contents: |
There exist many ideas and assumptions about the development and meaning of modularity in biological and technical neural systems. We empirically study the evolution of connectionist models in the context of modular problems. For this purpose, we define quantitative measures for the degree of modularity and monitor them during evolutionary processes under different constraints. It turns out that the modularity of the problem is reflected by the architecture of adapted systems, although learning can counterbalance some imperfection of the architecture. The demand for fast learning systems increases the selective pressure towards modularity. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 43 of 46 found articles
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