Spiking Control Systems
View / Open Files
Authors
Publication Date
2022Journal Title
Proceedings of the IEEE
ISSN
0018-9219
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Type
Article
This Version
AM
Metadata
Show full item recordCitation
Sepulchre, R. (2022). Spiking Control Systems. Proceedings of the IEEE https://doi.org/10.1109/JPROC.2022.3163926
Abstract
Spikes and rhythms organize control and communication in the animal world, in contrast to the bits and clocks of digital technology.
As continuous-time signals that can be counted, spikes have a mixed nature. This paper reviews ongoing efforts to develop a control theory of spiking systems. The central
thesis is that the mixed nature of spiking results from a mixed feedback principle, and that a control theory of mixed feedback can be grounded in the operator theoretic concept of maximal monotonicity. As a nonlinear generalization of passivity, maximal monotonicity acknowledges at once the physics of electrical circuits, the algorithmic tractability
of convex optimization, and the feedback control theory of incremental passivity. We discuss the relevance of a theory of spiking control systems in the emerging age of event-based technology.
Sponsorship
ERC
Funder references
European Research Council (670645)
Identifiers
External DOI: https://doi.org/10.1109/JPROC.2022.3163926
This record's URL: https://www.repository.cam.ac.uk/handle/1810/335526
Statistics
Total file downloads (since January 2020). For more information on metrics see the
IRUS guide.