Spiking neuron devices consisting of single-flux-quantum circuits
暂无分享,去创建一个
Abstract Single-flux-quantum (SFQ) circuits can be used for making spiking neuron devices, which are useful elements for constructing intelligent, brain-like computers. The device we propose is based on the leaky integrate-and-fire neuron (IFN) model and uses a SFQ pulse as an action signal or a spike of neurons. The operation of the neuron device is confirmed by computer simulator. It can operate with a short delay of 100 ps or less and is the highest-speed neuron device ever reported.
[1] Christopher J. Bishop,et al. Pulsed Neural Networks , 1998 .
[2] T. Van Duzer,et al. Principles of Superconductive Devices and Circuits , 1981 .
[3] Wulfram Gerstner,et al. Spiking Neuron Models , 2002 .
[4] T. Duzer,et al. Principles of superconductive devices and circuits, (second ed.) , 1998 .