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https://hdl.handle.net/10216/135338| Author(s): | João Luís Fernandes Ferreira |
| Title: | Cellular Neural Networks design for sensor networks. |
| Issue Date: | 2021-07-16 |
| Abstract: | The concept of Cellular Neural Networks was proposed by Leon O. Chua and Lin Yang in 1988, and it has ever since seen only relatively modest but promising improvements. The goal of this work is to delve further into this subject, which we consider to be largely unexplored, and to try to make a positive contribution to it. We also consider that these advancements fill an important gap in the context of the recent breakthrough we have been witnessing in the field of artificial intelligence and data fusion. |
| Description: | This project proposes an hardware implementation of a CNN (Cellular Neural Network), a type of neural network that emphasizes locality by allowing each cell to be directly connected only to other cells in its vicinity. This reduces the complexity related to the interconnections between cells, and allows the CNN to be a very suitable architecture for hardware implementation. |
| Subject: | Engenharia electrotécnica, electrónica e informática Electrical engineering, Electronic engineering, Information engineering |
| Scientific areas: | Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática Engineering and technology::Electrical engineering, Electronic engineering, Information engineering |
| TID identifier: | 202821226 |
| URI: | https://hdl.handle.net/10216/135338 |
| Document Type: | Dissertação |
| Rights: | openAccess |
| Appears in Collections: | FEUP - Dissertação |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 486226.pdf | Cellular Neural Networks design for sensor networks. | 1.4 MB | Adobe PDF |  View/Open |
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