Behavior of information flow near criticality

نویسندگان

چکیده

Recent experiments have indicated that many biological systems self-organize near their critical point, which hints at a common design principle. While it has been suggested information transmission is optimized the remains unclear how depends on dynamics of input signal, distance over needs to be transmitted, and point. Here we employ stochastic simulations driven two-dimensional Ising system study instantaneous mutual rate between spin an output spin. The varies nonmonotonically with temperature but increases monotonically correlation time signal. In contrast, there exists not only optimal also finite maximizes rate. This global optimum arises from fundamental trade-off need maximize frequency independent messages, necessity respond fast changes in input, reliably these changes. lies above point moves toward as increased.

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ژورنال

عنوان ژورنال: Physical Review E

سال: 2021

ISSN: ['1550-2376', '1539-3755']

DOI: https://doi.org/10.1103/physreve.103.l010102