论文标题
尖峰神经网络综合电路：趋势和未来方向的评论
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions
论文作者
论文摘要
在本文中，我们回顾了尖峰神经网络（SNN）集成电路设计，并分析了混合信号核，完全数字核心和大型多核设计之间的趋势。最近报道的SNN集成电路是在三个广泛类别下进行比较的：（a）具有用于尖峰路由的专用NOC的大规模多核设计，（b）数字单核设计以及（c）混合信号单核设计。最后，我们用一些方向完成了纸张，以取得未来的进步。
In this paper, we reviewed Spiking neural network (SNN) integrated circuit designs and analyzed the trends among mixed-signal cores, fully digital cores and large-scale, multi-core designs. Recently reported SNN integrated circuits are compared under three broad categories: (a) Large-scale multi-core designs that have dedicated NOC for spike routing, (b) digital single-core designs and (c) mixed-signal single-core designs. Finally, we finish the paper with some directions for future progress.
