Kifle, Dereje (2011) On Feed – Forward Networks. Masters thesis, Addis Ababa University.
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PDF (On Feed – Forward Networks)
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Abstract
The complete set of this project is about feed – forward networks. The realization of Boolean function for linearly separable problem by a single perceptron is possible. The problem is that how the non-linearly separable problems can be realized by a perceptron. This project intended to answer this question particularly the XOR problem. To this end, it is often advantageous to link several perceptrons in order to increase the number of functions that can be represented. So, this project is devoted to multi – layer networks (feed – forward networks) that really solves this problem using one – layer perceptron.We are going to do this with the help of separating hyperplanes.
| Item Type: | Thesis (Masters) |
|---|---|
| Subjects: | Q Science > Q Science (General) Q Science > QA Mathematics |
| Divisions: | Africana |
| Depositing User: | Selom Ghislain |
| Date Deposited: | 02 Oct 2018 12:36 |
| Last Modified: | 02 Oct 2018 12:36 |
| URI: | http://thesisbank.jhia.ac.ke/id/eprint/5904 |
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