• JSTS:Journal of Semiconductor Technology and Science
• /
• 제17권2호
• /
• pp.174-179
• /
• 2017

We designed the CMOS analog integrate and fire (I&F) neuron circuit for driving memristor based on resistive-switching random access memory (RRAM). And we fabricated the RRAM device that have $HfO_2$ switching layer using atomic layer deposition (ALD). The RRAM device has gradual set and reset characteristics. By spice modeling of the synaptic device, we performed circuit simulation of synaptic device and CMOS neuron circuit. The neuron circuit consists of a current mirror for spatial integration, a capacitor for temporal integration, two inverters for pulse generation, a refractory part, and finally a feedback part for learning of the RRAM. We emulated the spike-timing-dependent-plasticity (STDP) characteristic that is performed automatically by pre-synaptic pulse and feedback signal of the neuron circuit. By STDP characteristics, the synaptic weight, conductance of the RRAM, is changed without additional control circuit.

• 한국진공학회:학술대회논문집
• /
• 한국진공학회 2011년도 제40회 동계학술대회 초록집
• /
• pp.56-56
• /
• 2011

투명 메모리 소자는 향후 투명 디스플레이 등 투명 전자기기와 집적화해 통합형 투명 전자시스템을 구현을 위해 지속적으로 연구가 진행 되고 있으며, 산학계에서는 다양한 메모리 소자중 큰 밴드-갭(>3 eV) 특성을 가지는 저항 변화 메모리(Resistive Random Access Memory, ReRAM)를 이용한 투명 메모리 구현 가능성을 지속적으로 보고하고 있다. 현재까지의 저항 변화 메모리 연구는 물질 최적화를 위해 다양한 금속-산화물계(Metal-Oxide) 저항 변화 물질에 대한 연구가 활발하게 진행 되고 있지만, 금속-산화물계 물질의 경우 근본 적으로 그 제조 공정상 산소에 의한 다수의 산소 디펙트 형성과 제작 시 쉽게 발생할 수 있는 표면 오염의 문제점을 안고 있으며, 또한 Endurance 및 Retention 등의 신뢰성에 문제를 보이고 있다. 따라서, 이러한 문제점을 근본 적으로 해결하기 위해 새로운 저항 변화 물질에 관한 물질 최적화 연구가 요구 되며, 본 연구진은 다양한 금속-질화물계(Metal-Nitride) 물질을 저항변화 물질로 제안해 연구를 진행 하고 있다. 이전 연구에서, 물질 고유의 우수한 열전도(285 W/($m{\cdot}K$)) 및 절연 특성, 큰 밴드-갭(6.2 eV), 높은 유전율(9)을 가지고 있는 금속-질화물계 박막인 AlN를 저항변화 물질로 이용하여 저항변화 메모리 소자 연구를 진행하였으며, 저전압 고속 동작 특성을 보이는 신뢰성 있는 저항 변화 메모리를 구현하였다. 본 연구에서는 AlN의 큰 밴드-갭 특성을 이용하여 투명 메모리 소자를 구현하기 위한 연구를 진행 하였다. 투과도 실험 결과, 가시광 영역 (380-700 nm)에서 80% 이상의 투과도를 보였으며, 이는 투명 메모리 소자로써의 충분한 가능성을 보여 준다. 또한, I-V 실험에서 전형적인 bipolar 스위칭 특성을 보이며, 스위칭 전압 및 속도는 VSET=3 V/Time=10 ns, VRESET=-2 V/Time=10ns에서 가능하였다. 신뢰성 실험에서, 108번의 endurance 특성 및 105 초의 retention 특성을 보였다.

• 한국진공학회:학술대회논문집
• /
• 한국진공학회 2011년도 제41회 하계 정기 학술대회 초록집
• /
• pp.353-353
• /
• 2011

Titanium dioxide is a suitable material for industrial use at present and in the future because titanium dioxide has efficient photoactivity, good stability and low cost [1]. Among the three phases (anatase, rutile, brookite) of titanium dioxide, the anatase form is particularly photocatalytically active under ultraviolet (UV) light. In fabrication of photocatalytic devices based on catalytic nanodiodes [2], it is challenging to obtain a photocatalytically active TiO2 thin film that can be prepared at low temperature (< 200$^{\circ}C$). Here, we present the synthesis of a titanium dioxide film using TiO2 nanoparticles and sol-gel methods. Titanium tetra-isopropoxide was used as the precursor and alcohol as the solvent. Titanium dioxide thin films were made using spin coating. The change of atomic structure was monitored after heating the thin film at 200$^{\circ}C$ and at 350$^{\circ}C$. The prepared samples have been characterized by X-ray diffraction (XRD), scanning electron microcopy, X-ray photoelectron spectroscopy, transmission electron microscopy, ultraviolet-visible spectroscopy (UV-vis), and ellipsometry. XRD spectra show an anatase phase at low temperature, 200$^{\circ}C$. UV-vis confirms the anatase phase band gap energy (3.2 eV) when using the photocatalyst. TEM images reveal crystallization of the titanium dioxide at 200$^{\circ}C$. We will discuss the switching behavior of the Pt /sol-gel TiO2 /Pt layers that can be a new type of resistive random-access memory.

• 한국재료학회지
• /
• 제27권1호
• /
• pp.32-38
• /
• 2017

Insulating $TaN_x$ films were grown by plasma enhanced atomic layer deposition using butylimido tris dimethylamido tantalum and $N_2+H_2$ mixed gas as metalorganic source and reactance gas, respectively. Crossbar devices having a $Pt/TaN_x/Pt$ stack were fabricated and their electrical properties were examined. The crossbar devices exhibited temperature-dependent nonlinear I (current) - V (voltage) characteristics in the temperature range of 90-300 K. Various electrical conduction mechanisms were adopted to understand the governing electrical conduction mechanism in the device. Among them, the PooleFrenkel emission model, which uses a bulk-limited conduction mechanism, may successfully fit with the I - V characteristics of the devices with 5- and 18-nm-thick $TaN_x$ films. Values of ~0.4 eV of trap energy and ~20 of dielectric constant were extracted from the fitting. These results can be well explained by the amorphous micro-structure and point defects, such as oxygen substitution ($O_N$) and interstitial nitrogen ($N_i$) in the $TaN_x$ films, which were revealed by transmission electron microscopy and UV-Visible spectroscopy. The nonlinear conduction characteristics of $TaN_x$ film can make this film useful as a selector device for a crossbar array of a resistive switching random access memory or a synaptic device.

• 한국전기전자재료학회논문지
• /
• 제37권3호
• /
• pp.231-240
• /
• 2024

Titanium dioxide (TiO₂) holds significant scientific and technological relevance as a key photocatalyst and resistive random-access memory, demonstrating unique physicochemical properties and serving as an n-type semiconductor. Understanding the density and arrangement of oxygen vacancies (VOs) is crucial for tailoring TiO₂'s properties to diverse technological needs, driving increased interest in exploring oxygen vacancy complexes and superstructures. In this mini review, we summarize the recent understandings of the fundamental properties of oxygen vacancies in bulk rutile (R-TiO₂) and anatase (A-TiO₂) based on DFT and beyond method. We specifically focus on the excess electrons and their spatial arrangement of disordered single VO in bulk R and A-TiO₂, aligned with the experimental findings. We also highlight the theoretical works on investigating the geometries and stabilities of ordered VOs complexes in bulk TiO₂. This comprehensive review provides insights into the fundamental properties of excess electrons in reduced TiO₂, offering valuable perspectives for future research and technological advancements in TiO₂-based devices.