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Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer

Cilt: 27 Sayı: 1 25 Nisan 2022
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Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer

Öz

In this study aimed to optimize the predictable region of the memristor hysteresis curve with the fuzzy logic designer tool by using the linear, doped drift TiO2 model as a memristor emulation circuit. Using this model, the current-voltage (I-V) curve of the memristor characteristic, that is, the hysteresis loop was created. In analog application studies, especially in filter circuits, being able to obtain a hysteresis loop in a certain frequency range leads to significant changes in the quality of the filter. At this point, various trial and error tests were performed for the most suitable parameter points. Here, the optimum hysteresis loop parameters were determined using a fuzzy logic designer. As a result, more practical and more stable results were obtained about the optimum hysteresis loop depending on the current-voltage and frequency information. In this way, users can get more predictable responses by determining the parameters according to the desired purpose and need. Especially in analog and digital electronic applications, they can approach the result more decisively by determining both the time loss and the workable area easily.

Anahtar Kelimeler

Linear dopant drift TiO2 model, Hysteresis loop, Fuzzy logic designer, Analog circuit applications, Current-voltage (I-V) curve

Kaynakça

  1. Abdel-Kader, R. F., & Abuelenin, S. M. (2015). Memristor model based on fuzzy window function. IEEE International Conference on Fuzzy Systems (FUZZY-IEEE),1-5. doi: 10.1109/FUZZ-IEEE.2015.7338105
  2. Biolek, Z., Biolek, D., & Biolkova, V. (2009). SPICE model of memristor with nonlinear dopant drift. Radio engineering, 18.
  3. Chua, L. O., & Kang, S. M. (1976). Memristive devices and systems. Proceedings of the IEEE, 64, 209-223. doi:10.1109/PROC.1976.10092
  4. Görgülü, Ö., & Bek, S. Ş. Y. (2017). Analysis of Fuzzy Logic Applications via Matlab.
  5. Joglekar, Y. N., & Wolf, S. J. (2009). The elusive memristor: properties of basic electrical circuits. European Journal of physics, 30, 661. doi: 10.1088/0143-0807/30/4/001/meta
  6. Kim, H., Sah, M. P., Yang, C., Cho, S., & Chua, L. O. (2012). Memristor emulator for memristor circuit applications. IEEE Transactions on Circuits and Systems I: Regular Papers, 59, 2422-2431. doi: 10.1109/TCSI.2012.2188957
  7. Lavanya, K., Durai M. S., & Iyengar, N. C. (2011). Fuzzy rule based inference system for detection and diagnosis of lung cancer. International Journal of Latest Trends in Computing, 2, 165-171. doi: 10.1.1.301.6558
  8. Lin, P., Li, C., Wang, Z., Li, Y., Jiang, H., Song, W., & Xia, Q. (2020). Three-dimensional memristor circuits as complex neural networks. Nature Electronics, 3, 225-232.
  9. Marlen, A., & Dorzhigulov, A. (2018). Fuzzy membership function implementation with memristor. Computer Science, Emerging Technologies, 1-4.
  10. Muthuswamy, B. (2010). Implementing memristor based chaotic circuits. International Journal of Bifurcation and Chaos, 20, 1335-1350. doi: 10.1142/S0218127410026514

Kaynak Göster

APA
Parlar, İ., Almalı, M. N., & Çabuker, A. C. (2022). Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 27(1), 64-72. https://doi.org/10.53433/yyufbed.1070358
AMA
1.Parlar İ, Almalı MN, Çabuker AC. Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer. YYUFBED. 2022;27(1):64-72. doi:10.53433/yyufbed.1070358
Chicago
Parlar, İshak, Mehmet Nuri Almalı, ve Ali Can Çabuker. 2022. “Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer”. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi 27 (1): 64-72. https://doi.org/10.53433/yyufbed.1070358.
EndNote
Parlar İ, Almalı MN, Çabuker AC (01 Nisan 2022) Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi 27 1 64–72.
IEEE
[1]İ. Parlar, M. N. Almalı, ve A. C. Çabuker, “Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer”, YYUFBED, c. 27, sy 1, ss. 64–72, Nis. 2022, doi: 10.53433/yyufbed.1070358.
ISNAD
Parlar, İshak - Almalı, Mehmet Nuri - Çabuker, Ali Can. “Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer”. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi 27/1 (01 Nisan 2022): 64-72. https://doi.org/10.53433/yyufbed.1070358.
JAMA
1.Parlar İ, Almalı MN, Çabuker AC. Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer. YYUFBED. 2022;27:64–72.
MLA
Parlar, İshak, vd. “Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer”. Yüzüncü Yıl Üniversitesi Fen Bilimleri Enstitüsü Dergisi, c. 27, sy 1, Nisan 2022, ss. 64-72, doi:10.53433/yyufbed.1070358.
Vancouver
1.İshak Parlar, Mehmet Nuri Almalı, Ali Can Çabuker. Estimation of Memristor Hysteresis Curve with Fuzzy Logic Designer. YYUFBED. 01 Nisan 2022;27(1):64-72. doi:10.53433/yyufbed.1070358