Multitasking and Memcomputing in Memristor Cellular Nonlinear Networks: Insights into the Underlying Mechanisms
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
Memristor Cellular Nonlinear Networks (M-CNNs) represent a significant leap in computational technology compared to traditional Cellular Nonlinear Networks (CNNs), thanks to their multi-tasking and memcomputing capabilities. Recent studies have demonstrated various configurations of M-CNNs that utilize these capabilities to perform image processing tasks. This paper employs the Dynamic Route Map circuit-theoretic analysis tool to investigate the dynamic features of M-CNNs and shed light on the underlying mechanisms responsible for their ability to handle multiple tasks. The findings from this theoretical study offer valuable insights for the development of more compact and highly efficient data processing M-CNNs that possess such versatile properties.
Details
| Original language | English |
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| Title of host publication | Proceedings - 2023 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design, SMACD 2023 |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| ISBN (electronic) | 9798350332650 |
| Publication status | Published - 2023 |
| Peer-reviewed | Yes |
Publication series
| Series | International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) |
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Conference
| Title | 19th International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design |
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| Abbreviated title | SMACD 2023 |
| Conference number | 19 |
| Duration | 3 - 5 July 2023 |
| Location | VidaMar Resort Hotel |
| City | Funchal |
| Country | Portugal |
External IDs
| ORCID | /0000-0002-1236-1300/work/142239555 |
|---|---|
| ORCID | /0000-0001-7436-0103/work/142240397 |
| ORCID | /0000-0002-6200-4707/work/145698433 |
| ORCID | /0000-0002-2367-5567/work/168720265 |