The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design
نویسندگان
چکیده
منابع مشابه
Statistical Memristor Modeling and Case Study In
Memristor, the fourth passive circuit element, has attracted increased attention since it was rediscovered by HP Lab in 2008. Its distinctive characteristic to record the historic profile of the voltage/current creates a great potential for future neuromorphic computing system design. However, at the nano-scale, process variation control in the manufacturing of memristor devices is very difficu...
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As traditional von Neumann computing systems based on CMOS technologies gains less performance increment and energy efficiency from device scaling, neuromorphic hardware systems that potentially provide the capabilities of biological perception and information processing within a compact and energy-efficient platform have gained great attentions [1][2]. However, the hardware development of neur...
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The emerging memristor devices have recently received increased attention since HP Lab reported the first TiO2based memristive structure. As it is at nano-scale geometry size, the uniformity of memristor device is difficult to control due to the process variations in the fabrication process. The incurred design concerns in a memristor-based computing system, e.g, neuromorphic computing, can be ...
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Memristor is a novel device which act as forth fundamental circuit element envisioned by Prof. Chua in 1971. Memristor devices has great interest in research ranging from memory and logic to neuromorphic systems due to its several advantages: nonvolatality, good scalability, compatibility with CMOS technology. We study the ongoing models of memristor and compare them with known device specifica...
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More than forty years ago, Professor Chua predicted the existence of the memristor to complete the set of passive devices that previously includes only resistor, capacitor, and inductor. However, till 2008 the first physical realization of memristors was demonstrated by HP Lab. The unique properties of memristor create great opportunities in future system design. For instance, the memristor has...
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