Electromagnetic Simulations of a Neuromorphic Hardware using PEEC and Memristor SPICE Models

被引：0

作者：

Lee, Wooryong ^{[1
]}

Park, Junsik ^{[1
]}

Kim, Jingook ^{[1
]}

机构：

[1] Ulsan Natl Inst Sci & Technol, Sch ECE, Ulsan, South Korea

来源：

2017 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS SYMPOSIUM (EDAPS) | 2017年

基金：

新加坡国家研究基金会;

关键词：

crosstalk; neuromorphic; synapse; partial element equivalent circuit (PEEC); SPICE; crossbar; coupling; memristor; superposition; signal integrity; CIRCUITS;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Electromagnetic simulations of a neuromorphic hardware using the partial element equivalent circuit (PEEC) and memristor SPICE models are presented. The netlists of the SPICE sub-circuits for crossbar geometries in a neuromorphic hardware are extracted using the PEEC method. The SPICE sub-circuits are verified by comparison with HFSS simulation results. Application of RF signals for using the memristors as synapses is also presented and confirmed in the single memristor and crossbar structure. Crosstalk simulations are carried out in the crossbar structures with memristors considering the memristor states.

引用

页数：3

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