Spin-Glass Implementation Of A Hopfield Neural Structure

ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING ICAISC 2014, PT I(2014)

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摘要
Paper presents the hardware implementation of the Hopfield continuous neural network. We propose a molecular realization of a spin glass model. In particular, we consider a spin glass like structure that allows interconnection strengths change and neuron state test. Proposed device is based on SBA-15 mesoporous silica thin film, activated by Mn-12 molecular magnets. Our idea seems to be feasible from the technological point of view.
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关键词
Hopfield neural network,artificial neuron,spin-glass
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