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PERFORMANCE ANALYSIS OF SINGLE-ELECTRON WINNER-TAKE-ALL NETWORK CIRCUITS

机译:单电子赢家通网络电路的性能分析

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摘要

In this paper new single-electron tunneling (SET) based circuits are proposed: SET winner-take-all (WTA) networks. Two network configurations have been studied: a fully interconnected architecture and a lateral inhibition architecture. Their performance was evaluated using a dot pattern recognition task. Critical aspects in SET-based circuits were taken into account, such as cotunnelling, temperature dependence and background charges. Power consumption and area estimations (critical for GSI and TSI realizations) were also taken into account.
机译:在本文中,提出了一种新的基于单电子隧穿(SET)的电路:SET赢家通吃(WTA)网络。已经研究了两种网络配置:完全互连的架构和横向禁止架构。使用点图案识别任务评估了它们的性能。考虑了基于SET的电路中的关键方面,例如共鸣,温度依赖性和背景电荷。还考虑了功耗和面积估计(对于GSI和TSI实现至关重要)。

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