Adaptive Neuromorphic Architecture (ANA).

Wang, Frank Zhigang; Chua, Leon O; Yang, Xiao; Helian, Na; Tetzlaff, Ronald; Schmidt, Torsten; Li, Caroline; Carrasco, Jose Manuel Garcia et al. · Neural Netw · 2013

basic_science · Level V

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Abstract

We designed Adaptive Neuromorphic Architecture (ANA) that self-adjusts its inherent parameters (for instance, the resonant frequency) naturally following the stimuli frequency. Such an architecture is required for brain-like engineered systems because some parameters of the stimuli (for instance, the stimuli frequency) are not known in advance. Such adaptivity comes from a circuit element with memory, namely mem-inductor or mem-capacitor (memristor's sisters), which is history-dependent in its behavior. As a hardware model of biological systems, ANA can be used to adaptively reproduce the observed biological phenomena in amoebae.

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