Conductive Bridge Random Access Memory (CBRAM): Challenges and Opportunities for Memory and Neuromorphic Computing Applications

被引:50
作者
Abbas, Haider [1 ]
Li, Jiayi [1 ]
Ang, Diing Shenp [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
CBRAM; RRAM; memristor; emerging memory technologies; neuromorphic computing; artificial synapses; artificial neurons; RESISTIVE SWITCHING CHARACTERISTICS; MEMRISTIVE CROSSBAR ARRAYS; TANTALUM OXIDE; FILAMENT; THRESHOLD; DEVICES;
D O I
10.3390/mi13050725
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Due to a rapid increase in the amount of data, there is a huge demand for the development of new memory technologies as well as emerging computing systems for high-density memory storage and efficient computing. As the conventional transistor-based storage devices and computing systems are approaching their scaling and technical limits, extensive research on emerging technologies is becoming more and more important. Among other emerging technologies, CBRAM offers excellent opportunities for future memory and neuromorphic computing applications. The principles of the CBRAM are explored in depth in this review, including the materials and issues associated with various materials, as well as the basic switching mechanisms. Furthermore, the opportunities that CBRAMs provide for memory and brain-inspired neuromorphic computing applications, as well as the challenges that CBRAMs confront in those applications, are thoroughly discussed. The emulation of biological synapses and neurons using CBRAM devices fabricated with various switching materials and device engineering and material innovation approaches are examined in depth.
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页数:28
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