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- W2912051965 abstract "Abstract How cells utilize surface receptors for chemoreception is a recurrent question spanning between physics and biology over the past few decades. However, the dynamical mechanism for processing time-varying signals is still unclear. Using dynamical systems formalism to describe criticality in non-equilibrium systems, we propose generic principle for temporal information processing through phase-space trajectories using dynamic transient memory. In contrast to short-term memory, dynamic memory generated via ghost attractor enables signal integration depending on stimulus history, and thus balance between stability and plasticity in receptor responses. We propose that self-organization at criticality can arise through fluctuation-sensing mechanism, illustrated for the experimentally established epidermal growth factor sensing system. This framework applies irrespective of the intrinsic node dynamics or network size, as we show using also a basic neuronal model. Processing of non-stationary signals, a feature previously attributed only to neuronal networks, thus uniquely emerges for biochemical networks organized at criticality." @default.
- W2912051965 created "2019-02-21" @default.
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- W2912051965 date "2019-02-08" @default.
- W2912051965 modified "2023-09-23" @default.
- W2912051965 title "Optimal biochemical information processing at criticality" @default.
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- W2912051965 doi "https://doi.org/10.1101/543348" @default.
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