Sneak-Path Effect on Chimera states of Memristor-coupled Chua Circuit Networks
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-review
Contributors
Abstract
The memristor crossbar architecture is a new technology that combines memory and computing on the same chip, finding numerous applications in modern bio-inspired computing systems. Recently, memristor-coupled Chua Circuit Networks (MCCNs) have been developed for the experimental confirmation of collective nonlinear phenomena, such as chimera states, that are also observed in the brain. For highly dense topologies, however, memristor crossbars can be prone to certain vulnerabilities. In this paper, we investigate the impact of sneak-path currents (SPCs) on the collective behaviors of chaotic oscillator networks, uncovering the network's tolerance to various realistic memristor crossbar designs. Despite the fact that these states alter the synchronization regime map, our findings suggest that SPCs have no detrimental impact on the formation and stability of single or multiple chimera states. This coupling issue along with other possible challenges are thoroughly discussed with a focus on nonlinear dynamics, highlighting the reliability of memristor crossbars as a coupling mechanism for studying chimera states.
Details
| Original language | English |
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| Title of host publication | ISCAS 2023 - 56th IEEE International Symposium on Circuits and Systems, Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
| ISBN (electronic) | 9781665451093 |
| Publication status | Published - 2023 |
| Peer-reviewed | Yes |
Publication series
| Series | Proceedings - IEEE International Symposium on Circuits and Systems |
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| Volume | 2023-May |
| ISSN | 0271-4310 |
Conference
| Title | IEEE International Symposium on Circuits and Systems 2023 |
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| Subtitle | Technology Disruption and Society |
| Abbreviated title | ISCAS 2023 |
| Conference number | 56 |
| Duration | 21 - 25 May 2023 |
| Website | |
| Degree of recognition | International event |
| Location | Monterey Conference Center |
| City | Monterey |
| Country | United States of America |
External IDs
| ORCID | /0000-0002-2367-5567/work/168720260 |
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Keywords
ASJC Scopus subject areas
Keywords
- chaotic oscillator networks, Chimera states, chua circuits, memristor crossbar, sneak-path effect