Cognitive Dynamic Systems: A Review of Theory, Applications, and Recent Advances
نویسندگان
چکیده
The field of cognitive dynamic systems (CDSs) is an emerging area research, whereby engineering learns from neuroscience. Under this framework, are configured in a manner that mimics the human brain and improves utility performance traditional systems. In essence, CDS builds on Fuster’s paradigm cognition fulfilled with presence five processes: perception-action cycle, memory, attention, intelligence, language. When augmented these processes, system can be classified as afforded capabilities processing information learning experience through continued interactions environment. Tremendous benefit adopting framework has been observed literature, especially fields radio radar. More recently, extended to other areas, such control theory, risk control, Internet Things; where potential for drastic improvements evident literature. This comprehensive article presents thorough background exposition each it applied. addition, we provide review recent advancements related works domain by summarizing key facts relating methodologies, findings, limitations surveyed papers. Our novel contributions involve being first source centralized topic forming foundation future research efforts presenting suggestions regarding worthwhile avenues further investigation.
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ژورنال
عنوان ژورنال: Proceedings of the IEEE
سال: 2023
ISSN: ['1558-2256', '0018-9219']
DOI: https://doi.org/10.1109/jproc.2023.3272577