论文标题
无监督的竞争硬件学习规则
Unsupervised Competitive Hardware Learning Rule for Spintronic Clustering Architecture
论文作者
论文摘要
我们为新颖的自旋计算体系结构中的无监督聚类提出了硬件学习规则。所提出的方法利用域壁磁结隧道接线设备的三端结构来建立一个反馈回路，该反馈循环在将这些设备用作神经形态计算体系结构中的突触时用于训练这些设备。
We propose a hardware learning rule for unsupervised clustering within a novel spintronic computing architecture. The proposed approach leverages the three-terminal structure of domain-wall magnetic tunnel junction devices to establish a feedback loop that serves to train such devices when they are used as synapses in a neuromorphic computing architecture.
