簡易檢索 / 詳目顯示

研究生: 黃郁翔
Huang, Yu-Xiang
論文名稱: 氧化鎂鎳元件與酸鹼感測器之製作與研究
Fabrication and Investigation of MgNiO Based Device and pH Sensor
指導教授: 張守進
Chang, Shoou-Jinn
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 微電子工程研究所
Institute of Microelectronics
論文出版年: 2020
畢業學年度: 108
語文別: 英文
論文頁數: 166
中文關鍵詞: 氧化鎂鎳非揮發性記憶體電阻式隨機存取記憶體
外文關鍵詞: MgNiO, Nonvolatile memory (NVM), Resistance Random Access Memory (RRAM)
相關次數: 點閱:66下載:0
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 本論文中,以氧化鎂鎳作為非揮發性電阻式隨機存取記憶體的主動層以及延伸式閘極場效電晶體pH值感測器的感測薄膜,因為氧化鎂以及氧化鎳晶格常數接近,故薄膜沉積品質優良。另外氧化鎳也常用來製作非揮發性電阻式隨機存取記憶體和酸鹼感測器。
    接著介紹氧化鎂鎳電阻式記憶體的製程流程,並配合穿透式電子顯微鏡 (TEM) 及能量散射X射線普 (EDS) 分析元件結構與電阻轉換層成分,並且藉由原子力顯微鏡 (AFM) 分析氧化鎂鎳薄膜表面粗糙度,以及X射線光電子能譜,得知氧空缺數量會由於製程腔體中的氬氧比有所變動,最後透過X光繞射分析儀分析薄膜晶向。
    首先我們以不同氬氧比濺鍍氧化鎂鎳,作為電阻轉換層,另外上下電極都選用白金惰性電極,探討在室溫下以不同氬氧比濺鍍的氧化鎂鎳作為電阻轉換層對非揮發性電阻式隨機存取記憶體電性產生的影響。其結果顯示製備完成的元件都有著雙極性的直流操作下,高低阻態超過100次,並再室溫、100豪伏讀取電壓下,保持高低阻態各10000秒的穩定特性,其中10%氬氧比的氧化鎂鎳電阻式記憶體,因為適當減少氧空缺,所以穩定性最高,耗能最少,另外操作次數能夠到達200次。為了改善10%氬氧比的氧化鎂鎳電阻式記憶體SET電壓以及RESET電流過高導致功率消耗問題,所以以10%氬氧比濺鍍的氧化鎂鎳薄膜作為主動層,白金作為下電極,搭配各種金屬組成的上電極 (鋁、鈦、鎳、銀、5 μ鎢針),元件經過量測後一樣展現出雙極性電阻轉換特性外,使用銀上電極的氧化鎂鎳電阻式記憶體有最小的SET電壓以及RESET電流,操作次數也提高到250次。主要是因為銀是高自由能材料,施加正電壓時銀離子擴散至電阻轉換層,快速形成導通路徑,當負偏壓施加後,銀離子因為氧換還原反應導致導電燈絲斷裂。接著探討各式上電極對氧化鎂鎳電阻式記憶體特性產生的影響,接著分析各種上電極氧化鎂鎳電阻式記憶體的I-V Sweep特性曲線決定導電機制並且建立可靠的導電燈絲模型。為了與CMOS做結合,實現邏輯電路,是必須要更小的操作電壓以及操作電流和更高的操作次數,所以在氬氧比10%的氧化鎂鎳薄膜上再濺鍍一層氬氧比2%的氧化鎂鎳薄膜(雙層結構),幫助導電燈絲形成,另外上電極選用銀電極,製作雙層結構電阻式記憶體,製備完後的元件經過量測,雙層結構電阻式記憶體的Set電壓由1.55V降低至0.27V並且操作次數也能超過200次。為了增加操作次數,將氬氧比10%的氧化鎂鎳薄膜退火500℃,使的銀離子在電阻轉換層中有更穩定的導電路徑,儘管Set電壓以及Reset 電壓有些微增加但操作次數從原本247次提升至794次所以電性有獲得改善。
    另一部分,使用不同氬氧比的薄膜製作延伸式閘極場效電晶體pH值感測器,經過量測後發現氬氧比2%的氧化鎂鎳閘極場效電晶體pH值感測器擁有最高精確度以及最高靈敏度,因為氬氧比2%的氧化鎂鎳薄膜有最高的導電性,所以表面電位訊號能在傳輸時不容易消耗。

    MgNiO is used as the oxide layer of non-volatile resistive random-access memory (RRAM) and the sensing membrane of the extended gate field effect transistor (EGFET) pH sensor. This is because MgNiO thin film quality is excellent as the lattice constants of MgO and NiO are almost the same. Besides, Nickel oxide is commonly used to fabricate non-volatile resistive random-access memory and pH sensors.
    Next, the process flow of MgNiO RRAM is introduced. The structure of the device and the composition of the resistance switching layer are analyzed with the Transmission Electron Microscope (TEM) and Energy-Dispersive X-ray Spectroscopy (EDS). The surface roughness of MgNiO thin film is analyzed with Atomic Force Microscopy (AFM). The X-ray Photoelectron Spectroscopy (XPS) shows that the number of oxygen vacancies will be varied due to the argon-oxygen ratio in the process. Finally, the crystal orientation of the film is analyzed through the X-ray Diffraction (XRD) analysis.
    First, MgNiO thin films with various oxygen flow ratios were selected to be the resistance switching layer, and Pt was applied as the top and bottom inert electrodes to investigate how MgNiO thin films with various oxygen flow ratios as the resistive switching layer affect electrical properties of RRAM at room temperature. As the results demonstrated, at room temperature, the fabricated devices could switch IV over 100 times and maintain high resistance state (HRS) and low resistance state (LRS) for 10000 seconds respectively in the bipolar switching mode with 100mV reading voltage. Among all the MgNiO RRAMs with various oxygen flow ratios, MgNiO RRAM with 10% oxygen flow ratio had the highest stability, less power dissipation and the switching cycle times could be operated 200 times.
    To improve the power consumption problem caused by the high set voltage and high reset current, MgNiO based RRAMs were fabricated with MgNiO film with 10% oxygen flow ratio as resistive switching layer, Pt bottom electrode and various top electrodes (Al, Ti, Ni, Ag and 5μm tungsten probe). After measuring the electrical properties, we figured out that MgNiO based RRAMs with various top electrodes were all bipolar switching mode. Also, MgNiO based RRAM with Ag top electrode (Ag/MgNiO/Pt RRAM) had the smallest set voltage, lowest reset current and it could be operated up to 250 times. This was because with high free energy, Ag ions could diffuse into the resistive switching layer and form conductive paths rapidly when applying positive voltage; on the other hand, the filaments were ruptured by redox reaction when applying negative voltage. In the following section, we discussed about how the electrical properties of MgNiO based RRAMs were affected by the various top electrodes through analyzing I-V sweep to determine the conductive mechanisms and constructing reliable filamentary models.
    To apply to CMOS topology and accomplished logic circuit, lower operating voltage, operating current and higher switching cycle times are required. Therefore, the MgNiO film with 2% oxygen flow ratio was deposited on the MgNiO film with 10% oxygen flow ratio to assist the formation of filament. Besides, Ag top electrode was applied to bilayer RRAM. As the result, the set voltage of bilayer decreased to 0.27V and the switching cycle times could be operated over 200 times. To get more switching cycle times, the resistive switching layer composed of MgNiO film was annealed at 500℃ to construct more stable conducting paths for Ag ions. The switching cycle times of Ag/MgNiO/Pt RRAM annealed at 500℃ increased from 247 to 794 times, therefore, the electrical properties of Ag/MgNiO/Pt RRAM were improved.
    EGFET pH sensors were fabricated with MgNiO films with various oxygen ratios. The highest accuracy and sensitivity could be obtained in MgNiO based pH sensor with 2% oxygen flow ratio. This was because the conductivity of MgNiO film with 2% oxygen flow rate was the highest so the signal of surface potential could be delivered without decrement.

    Content 摘要 I Abstract III 誌謝 VI Content VII Table Caption XI Figure Caption XIII Chapter 1 Introduction 1 1-1 New Non-Volatile Memory 2 1-1-1 Magnetic Random-Access Memory 2 1-1-2 Phase Change Random-Access Memory 4 1-2-3 Resistive Random-Access Memory 5 1-2 Filamentary Mode 8 1-3 Ion Migration 10 1-4 Impact of the Electrode Materials 10 1-5 Thermochemical Reaction 11 1-6 Motivation 13 References 16 Chapter 2 Conductive Mechanism of RRAM 20 2-1Conductive Mechanism of Insulator 20 2-1-1 Schottky Emission 20 2-1-2 Fowler-Nordheim (F-N) and Direct Tunneling 22 2-1-3 Poole-Frenkel (P-F) Emission 24 2-1-4 Space-Charge-Limited-Conduction (SCLC) 25 2-1-5 Ionic Conduction 26 2-1-6 Ohmic Conduction 27 2-1-7 Nearest Neighbor Hopping (NNH) 27 2-1-8 Mott Variable Range Hopping (VRH) 27 2-1-9 Trap-Assisted Tunneling (TAT) 28 Reference 30 Chapter 3 Experimental Equipment 33 3-1 Introduction of Experimental Equipment 33 3-1-1 Radio Frequency (RF) Sputtering System 33 3-1-2 Atomic Force Microscope 35 3-1-3 Energy-Dispersive X-ray Spectroscopy (EDS) 36 3-1-4 X-ray Photoelectron Spectroscopy (XPS) 37 3-1-5 X-ray diffraction (XRD) 38 3-1-6 Measurement Systems 40 Reference 42 Chapter 4 Experimental of MgNiO based RRAM Devices 44 4-1Experimental Procedure 44 4-2 Structural Characteristic of Devices: TEM 46 4-3 Analysis of Fabricated MgNiO Thin Film 52 4-3-1 EDS 52 4-3-2 AFM 58 4-3-3 XPS 59 4-3-4 XRD 63 Reference 65 Chapter 5 Characteristics of MgNiO based RRAM Devices 66 5-1 Pt/MgNiO/Pt RRAM with Different Oxygen Flow Ratios 66 5-2 MgNiO RRAM Applied to Various Top Electrode 84 5-3 Filamentary Model of MgNiO Based RRAM 108 5-3-1 Filamentary Model of Pt/MgNiO/Pt 108 5-3-2 Filamentary Model of MgNiO Based RRAMs with Various Top Electrodes 109 5-4 Improvement of MgNiO Based RRAM 117 5-4-1 Bilayer RRAM 117 5-4-2 Ag/MgNiO/Pt RRAM Annealed at 500℃ 125 Reference 134 Chapter 6 pH sensor 135 6-1 Background of pH Sensor 135 6-2 Relevant Theory 137 6-2-1 Theory of Field Effect Transistor 137 6-2-2 Site-Binding Model Theory 138 6-3 Fabrication EGFET pH Sensor and Measure Setup 139 6-3-1 Fabrication of MgNiO Based EGFET pH Sensor 139 6-3-2 Measurement Setup 140 6-4 Result and Discussion 141 6-4-1 Constant Current Mode Measurement 142 6-4-2 Constant Voltage Model Measurement 146 6-4-3 I-T Measurement 151 6-5 Conclusion 154 Reference 156 Chapter 7 Conclusion and Future Work 158 7-1 Conclusions 158 7-2 Future work 160 7-2-1 Transparent RRAM 161 7-2-2 Multibit-bit RRAM 161 7-2-3 Boolean logic in 1T1R-RRAM 162 7-2-4 Future work of MgNiO pH Sensor 162 Reference 164

    chapter 1
    Reference
    [1] Hwang, Inrok, et al. "Effects of a load resistor on conducting filament characteristics and unipolar resistive switching behaviors in a Pt/NiO/Pt structure." IEEE electron device letters 33.6 (2012): 881-883.
    [2] Zhou, Mi, et al. "Design and implementation of a random access file system for NVRAM." IEICE Electronics Express (2016): 13-20151045.
    [3] Ghoneim, Mohamed T., and Muhammad M. Hussain. "Review on physically flexible nonvolatile memory for internet of everything electronics." Electronics 4.3 (2015): 424-479.
    [4] Chen, An. "A review of emerging non-volatile memory (NVM) technologies and applications." Solid-State Electronics 125 (2016): 25-38.
    [5] Yang, Yuchao, and Wei Lu. "Nanoscale resistive switching devices: mechanisms and modeling." Nanoscale 5.21 (2013): 10076-10092.
    [6] Burr, Geoffrey W., et al. "Overview of candidate device technologies for storage-class memory." IBM Journal of Research and Development 52.4.5 (2008): 449-464.
    [7] Zheng, Yuankai, et al. "Magnetic random access memory (MRAM)." Journal of nanoscience and nanotechnology 7.1 (2007): 117-137.
    [8] Valov, Ilia. "Redox‐based resistive switching memories (ReRAMs): Electrochemical systems at the atomic scale." ChemElectroChem 1.1 (2014): 26-36.
    [9] Meena, Jagan Singh, et al. "Overview of emerging nonvolatile memory technologies." Nanoscale research letters 9.1 (2014): 526.
    [10] Burr, Geoffrey W., et al. "Overview of candidate device technologies for storage-class memory." IBM Journal of Research and Development 52.4.5 (2008): 449-464.
    [11] Jacobs, I. S. "Magnetic materials and applications–A quarter‐century overview." Journal of Applied Physics 50.B11 (1979): 7294-7306.
    [12] Parkin, Stuart Stephen Papworth, and Luc Thomas. "Magnetic memory array with magnetic tunnel junction memory cells having flux-closed free layers." U.S. Patent No. 6,166,948. 26 Dec. 2000.
    [13] Scheuerlein, Roy Edwin. "Read circuit for magnetic memory array using magnetic tunnel junction devices." U.S. Patent No. 5,793,697. 11 Aug. 1998.
    [14] Burr, Geoffrey W., et al. "Phase change memory technology." Journal of Vacuum Science & Technology B, Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena 28.2 (2010): 223-262.
    [15] Wong, H-S. Philip, et al. "Phase change memory." Proceedings of the IEEE 98.12 (2010): 2201-2227.
    [16] Han, Su‐Ting, Ye Zhou, and V. A. L. Roy. "Towards the development of flexible non‐volatile memories." Advanced Materials 25.38 (2013): 5425-5449.
    [17] Zhu, Linggang, et al. "An overview of materials issues in resistive random access memory." Journal of Materiomics 1.4 (2015): 285-295.
    [18] Yang, Yuchao, Patrick Sheridan, and Wei Lu. "Complementary resistive switching in tantalum oxide-based resistive memory devices." Applied Physics Letters 100.20 (2012): 203112.
    [19] Choi, B. J., et al. "Resistive switching mechanism of TiO2 thin films grown by atomic-layer deposition." Journal of applied physics 98.3 (2005): 033715.
    [20] Kim, Hee-Dong, et al. "Transparent resistive switching memory using ITO/AlN/ITO capacitors." IEEE electron device letters 32.8 (2011): 1125-1127.
    [21] Kim, D. C., et al. "Electrical observations of filamentary conductions for the resistive memory switching in NiO films." Applied physics letters 88.20 (2006): 202102.
    [22] Tsui, S., et al. "Field-induced resistive switching in metal-oxide interfaces." Applied physics letters 85.2 (2004): 317-319.
    [23] Hickmott, T. W. "Low‐frequency negative resistance in thin anodic oxide films." Journal of Applied Physics 33.9 (1962): 2669-2682.
    [24] Waser, Rainer, and Masakazu Aono. "Nanoionics-based resistive switching memories." Nanoscience And Technology: A Collection of Reviews from Nature Journals. 2010. 158-165.
    [25] Akinaga, Hiroyuki, and Hisashi Shima. "Resistive random access memory (ReRAM) based on metal oxides." Proceedings of the IEEE 98.12 (2010): 2237-2251.
    [26] Pan, Feng, et al. "Recent progress in resistive random access memories: materials, switching mechanisms, and performance." Materials Science and Engineering: R: Reports 83 (2014): 1-59.
    [27] Chen, Jui-Yuan, et al. "Dynamic evolution of conducting nanofilament in resistive switching memories." Nano letters 13.8 (2013): 3671-3677.
    [28] Russo, Ugo, et al. "Filament conduction and reset mechanism in NiO-based resistive-switching memory (RRAM) devices." IEEE Transactions on Electron Devices 56.2 (2009): 186-192.
    [29] Russo, Ugo, et al. "Self-accelerated thermal dissolution model for reset programming in unipolar resistive-switching memory (RRAM) devices." IEEE Transactions on Electron Devices 56.2 (2009): 193-200.

    chapter 2
    Reference
    [1] Yu, Shimeng, Ximeng Guan, and H-S. Philip Wong. "Conduction mechanism of TiN/HfOx/Pt resistive switching memory: A trap-assisted-tunneling model." Applied Physics Letters 99.6 (2011): 063507.
    [2] Emtage, P. R., and W. Tantraporn. "Schottky emission through thin insulating films." Physical Review Letters 8.7 (1962): 267.
    [3] Liu, Xiaoyan, Jinfeng Kang, and Ruqi Han. "Direct tunneling current model for MOS devices with ultra-thin gate oxide including quantization effect and polysilicon depletion effect." Solid State Communications 125.3-4 (2003): 219-223.
    [4] Ikuno, Takashi, et al. "Electron transport properties of Si nanosheets: Transition from direct tunneling to Fowler-Nordheim tunneling." Applied Physics Letters 99.2 (2011): 023107.
    [5] Kamiya, Katsumasa, et al. "ON-OFF switching mechanism of resistive–random–access–memories based on the formation and disruption of oxygen vacancy conducting channels." Applied Physics Letters 100.7 (2012): 073502.
    [6] Yeo, Yee-Chia, Tsu-Jae King, and Chenming Hu. "Direct tunneling leakage current and scalability of alternative gate dielectrics." Applied Physics Letters 81.11 (2002): 2091-2093.
    [7] Alexandrov, A. S., et al. "Current-controlled negative differential resistance due to Joule heating in TiO2." Applied Physics Letters 99.20 (2011): 202104.
    [8] Lim, Ee Wah, and Razali Ismail. "Conduction mechanism of valence change resistive switching memory: a survey." Electronics 4.3 (2015): 586-613.
    [9] Sze, Simon M., and Kwok K. Ng. Physics of semiconductor devices. John wiley & sons, 2006.
    [10] Lau, W. S. "An extended unified Schottky-Poole-Frenkel theory to explain the current-voltage characteristics of thin film metal-insulator-metal capacitors with examples for various high-k dielectric materials." ECS Journal of Solid State Science and Technology 1.6 (2012): N139.
    [11] Chiu, Fu-Chien. "A review on conduction mechanisms in dielectric films. " Advances in Materials Science and Engineering 2014 (2014).
    [12] Rose, A. "Space-charge-limited currents in solids." Physical Review 97.6 (1955): 1538.
    [13] Seo, Yohan, et al. "Conduction mechanism of leakage current due to the traps in ZrO {sub 2} thin film." (2009).
    [14] Simanjuntak, Firman Mangasa, et al. "Status and prospects of ZnO-based resistive switching memory devices." Nanoscale research letters 11.1 (2016): 368.
    [15] Murgatroyd, P. N. "Theory of space-charge-limited current enhanced by Frenkel effect." Journal of Physics D: Applied Physics 3.2 (1970): 151.
    [16] Valov, Ilia, and Michael N. Kozicki. "Cation-based resistance change memory." Journal of Physics D: Applied Physics 46.7 (2013): 074005.
    [17] Valov, Ilia, et al. "Electrochemical metallization memories—fundamentals, applications, prospects." Nanotechnology 22.25 (2011): 254003.
    [18] Mott, Nevill Francis, and Edward A. Davis. Electronic processes in non-crystalline materials. Oxford university press, 2012.
    [19] Yu, Shimeng, Byoungil Lee, and H-S. Philip Wong. "Metal oxide resistive switching memory." Functional Metal Oxide Nanostructures. Springer, New York, NY, 2012. 303-335.
    [20] Gehring, Andreas, and Siegfried Selberherr. "Modeling of tunneling current and gate dielectric reliability for nonvolatile memory devices." IEEE Transactions on Device and Materials Reliability 4.3 (2004): 306-319.
    [21] Grasser, Tibor, et al. "A rigorous study of measurement techniques for negative bias temperature instability." IEEE Transactions on Device and Materials Reliability 8.3 (2008): 526-535.
    [22] Houng, Mau Phon, Yeong Her Wang, and Wai Jyh Chang. "Current transport mechanism in trapped oxides: A generalized trap-assisted tunneling model." Journal of applied physics 86.3 (1999): 1488-1491.

    chapter 3
    Reference
    [1] Shinoki, F., and A. Itoh. "Mechanism of rf reactive sputtering." Journal of Applied Physics 46.8 (1975): 3381-3384.
    [2] Vossen, J. L. "Control of film properties by rf-sputtering techniques." Journal of Vacuum Science and Technology 8.5 (1971): S12-S30.
    [3] Hsu, Ming-Hung, et al. "Oxygen partial pressure impact on characteristics of indium titanium zinc oxide thin film transistor fabricated via RF sputtering." Nanomaterials 7.7 (2017): 156.
    [4] Monroy, E., et al. "Al x Ga 1− x N: Si Schottky barrier photodiodes with fast response and high detectivity." Applied physics letters 73.15 (1998): 2146-2148.
    [5] Neamen, Donald A. Semiconductor physics and devices: basic principles. New York, NY: McGraw-Hill,, 2012.
    [6] Vossen, John L., Werner Kern, and Walter Kern, eds. Thin film processes II. Vol. 2. Gulf Professional Publishing, 1991.
    [7] Binnig, Gerd, Calvin F. Quate, and Ch Gerber. "Atomic force microscope." Physical review letters 56.9 (1986): 930.
    [8] Hutter, Jeffrey L., and John Bechhoefer. "Calibration of atomic‐force microscope tips." Review of Scientific Instruments 64.7 (1993): 1868-1873.
    [9] Mittal, Vikas, ed. Characterization techniques for polymer nanocomposites. John Wiley & Sons, 2012.
    [10] Kantor, Innokenty, et al. "A laser heating facility for energy-dispersive X-ray absorption spectroscopy." Review of Scientific Instruments 89.1 (2018): 013111.
    [11] Campbell, W. C. "Energy-dispersive X-ray emission analysis. A review." Analyst 104.1236 (1979): 177-195.
    [12] Wobrauschek, Peter. "Total reflection x‐ray fluorescence analysis—a review." X‐Ray Spectrometry: An International Journal 36.5 (2007): 289-300.
    [13] Turner, Noel H., Brett I. Dunlap, and Richard J. Colton. "Surface analysis: x-ray photoelectron spectroscopy, Auger electron spectroscopy and secondary ion mass spectrometry." Analytical Chemistry 56.5 (1984): 373-416.
    [14] Brown, Matthew A., et al. "A new endstation at the Swiss Light Source for ultraviolet photoelectron spectroscopy, X-ray photoelectron spectroscopy, and X-ray absorption spectroscopy measurements of liquid solutions." Review of Scientific Instruments 84.7 (2013): 073904.
    [15] Chang, C. Y. (Ed.). (1996). Solutions Manual to Accompany Ulsi Technology. McGraw-Hill.

    chapter 4
    Reference
    [1] Williams, David B., and C. Barry Carter. "The transmission electron microscope." Transmission electron microscopy. Springer, Boston, MA, 1996. 3-17.
    [2] He, G., et al. "Effect of postdeposition annealing on the thermal stability and structural characteristics of sputtered HfO2 films on Si (1 0 0)." Surface Science 576.1-3 (2005): 67-75.

    chapter 5
    Reference
    [1] Valov, Ilia. "Redox‐based resistive switching memories (ReRAMs): Electrochemical systems at the atomic scale." ChemElectroChem 1.1 (2014): 26-36.
    [2] Lee, C. B., et al. "Electromigration effect of Ni electrodes on the resistive switching characteristics of NiO thin films." Applied Physics Letters 91.8 (2007): 082104.
    [3] Wang, Zhuo-Rui, et al. "Functionally complete Boolean logic in 1T1R resistive random access memory." IEEE Electron Device Letters 38.2 (2016): 179-182.
    [4] Jeong, Hu Young, et al. "A low-temperature-grown TiO2-based device for the flexible stacked RRAM application." Nanotechnology 21.11 (2010): 115203.

    chapter 6
    Reference
    [1] Liu, B. D., Y. K. Su, and S. C. Chen. "Ion-sensitive field-effect transistor with silicon nitride gate for pH sensing." International Journal of Electronics Theoretical and Experimental67.1 (1989): 59-63.
    [2] Bergveld, Piet. "Development of an ion-sensitive solid-state device for neurophysiological measurements." IEEE Transactions on Biomedical Engineering 1 (1970): 70-71.
    [3] Bausells, J., et al. "Ion-sensitive field-effect transistors fabricated in a commercial CMOS technology." Sensors and Actuators B: Chemical57.1 (1999): 56-62.
    [4] J. Van der Spiegel, I. Lauks, P. Chan, and D. Babic, “The extended gate chemical sensitive field effect transistor as multi-species microprobe,” Sens. Actuator B, 4, 291-298, 1983.
    [5] Sedra, Adel S., and Kenneth Carless Smith. Microelectronic circuits. 6thedition. New York: Oxford University Press (2011): 371-381.
    [6] Yates, David E., Samuel Levine, and Thomas W. Healy. "Site-binding model of the electrical double layer at the oxide/water interface." Journal of the Chemical Society, Faraday Transactions 1: Physical Chemistry in Condensed Phases70 (1974): 1807-1818.
    [7] Fung, Clifford D., Peter W. Cheung, and Wen H. Ko. "A generalized theory of an electrolyte-insulator-semiconductor field-effect transistor." IEEE Transactions on Electron Devices33.1 (1986): 8-18.
    [8] Batista, P. D., et al. "SnO2 extended gate field-effect transistor as pH sensor." Brazilian Journal of Physics36.2A (2006): 478-481.
    [9] Meixner, L. K., and S. Koch. "Simulation of ISFET operation based on the site-binding model." Sensors and actuators B: chemical 6.1-3 (1992): 315-318.

    chapter 7

    Reference
    [1] Argall, F. "Switching phenomena in titanium oxide thin films." Solid-State Electronics 11.5 (1968): 535-541.
    [2] Beck, A., et al. "Reproducible switching effect in thin oxide films for memory applications." Applied Physics Letters 77.1 (2000): 139-141.
    [3] Kim, Soohong, et al. "Giant and stable conductivity switching behaviors in ZrO2 films deposited by pulsed laser depositions." Japanese journal of applied physics 44.2L (2005): L345.
    [4] Villafuerte, M., et al. "Electric-pulse-induced reversible resistance in doped zinc oxide thin films." Applied physics letters 90.5 (2007): 052105.
    [5] Shang, Jie, et al. "Thermally stable transparent resistive random access memory based on all‐oxide heterostructures." Advanced Functional Materials 24.15 (2014): 2171-2179.
    [6] Seo, Jung Won, et al. "Transparent resistive random access memory and its characteristics for nonvolatile resistive switching." Applied Physics Letters 93.22 (2008): 223505.
    [7] Yuan, Fang, et al. "A combined modulation of set current with reset voltage to achieve 2-bit/cell performance for filament-based RRAM." IEEE Journal of the Electron Devices Society 2.6 (2014): 154-157.
    [8] Waser, Rainer, et al. "Redox‐based resistive switching memories–nanoionic mechanisms, prospects, and challenges." Advanced materials 21.25-26 (2009): 2632-2663.
    [9] Wong, H-S. Philip, et al. "Metal–oxide RRAM." Proceedings of the IEEE 100.6 (2012): 1951-1970.
    [10] Chen, Y. S., et al. "Highly scalable hafnium oxide memory with improvements of resistive distribution and read disturb immunity." 2009 IEEE International Electron Devices Meeting (IEDM). IEEE, 2009.
    [11] Yang, Xiang, et al. "Demonstration and modeling of multi-bit resistance random access memory." Applied Physics Letters 102.4 (2013): 043502.
    [12] Jeong, Doo Seok, et al. "Memristors for energy‐efficient new computing paradigms." Advanced Electronic Materials 2.9 (2016): 1600090.
    [13] Li, Haitong, et al. "Four-layer 3D vertical RRAM integrated with FinFET as a versatile computing unit for brain-inspired cognitive information processing." 2016 IEEE Symposium on VLSI Technology. IEEE, 2016.
    [14] Wang, Zhuo-Rui, et al. "Functionally complete Boolean logic in 1T1R resistive random access memory." IEEE Electron Device Letters 38.2 (2016): 179-182.
    [15] Balatti, Simone, Stefano Ambrogio, and Daniele Ielmini. "Normally-off logic based on resistive switches—Part II: Logic circuits." IEEE Transactions on Electron Devices 62.6 (2015): 1839-1847.
    [16] Breuer, Thomas, et al. "A HfO2‐Based Complementary Switching Crossbar Adder." Advanced Electronic Materials 1.10 (2015): 1500138.
    [17] Zhou, Yaxiong, et al. "A hybrid memristor‐CMOS XOR gate for nonvolatile logic computation." physica status solidi (a) 213.4 (2016): 1050-1054.
    [18] Adam, Gina C., et al. "Optimized stateful material implication logic for three-dimensional data manipulation." Nano Research 9.12 (2016): 3914-3923.
    [19] Safavi, Afsaneh, and Mozhgan Bagheri. "Novel optical pH sensor for high and low pH values." Sensors and Actuators B: Chemical 90.1-3 (2003): 143-150.
    [20] Zhang, Wei-De, et al. "A highly sensitive nonenzymatic glucose sensor based on NiO-modified multi-walled carbon nanotubes." Microchimica acta 168.3-4 (2010): 259-265.
    [21] Dung, Nguyen Quoc, et al. "NiO-decorated single-walled carbon nanotubes for high-performance nonenzymatic glucose sensing." Sensors and Actuators B: Chemical 183 (2013): 381-387.
    [22] Gubbi, Jayavardhana, et al. "Internet of Things (IoT): A vision, architectural elements, and future directions." Future generation computer systems 29.7 (2013): 1645-1660.

    下載圖示 校內:2025-06-30公開
    校外:2025-06-30公開
    QR CODE