Adaptive Neuromorphic Architecture (ANA)

作者:Wang Frank Zhigang*; Chua Leon O; Yang Xiao; Na Helian; Tetzlaff Ronald; Schmidt Torsten; Li Caroline; Garcia Carrasco Jose Manuel; Chen Wanlong; Chu Dominique
来源:Neural Networks, 2013, 45: 111-116.
DOI:10.1016/j.neunet.2013.02.009

摘要

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%26apos;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.

  • 出版日期2013-9