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Temperature-induced logical resonance in the Hodgkin-Huxley neuron |
Haiyou Deng(邓海游), Rong Gui(桂容), and Yuangen Yao(姚元根)† |
Department of Physics, College of Science, Huazhong Agricultural University, Wuhan 430070, China |
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Abstract Logical resonance has been demonstrated to be present in the FitzHugh-Nagumo (FHN) neuron, namely, the FHN neuron can operate as a reliable logic gate within an optimal parameter window. Here we attempt to extend the results to the more biologically realistic Hodgkin-Huxley (HH) model of neurons. In general, biological organisms have an optimal temperature at which the biological functions are most effective. In view of this, we examine if there is an optimal range of temperature where the HH neuron can work like a specific logic gate, and how temperature influences the logical resonance. Here we use the success probability P to measure the reliability of the specific logic gate. For AND logic gate, P increases with temperature T, reaches the maximum in an optimal window of T, and eventually decreases, which indicates the occurrence of the temperature-induced logical resonance phenomenon in the HH neuron. Moreover, single and double logical resonances can be induced by altering the frequency of the modulating periodic signal under the proper temperatures, suggesting the appearance of temperature-controlled transition of logical resonance. These results provide important clues for constructing neuron-based energy-efficient new-fashioned logical devices.
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Received: 31 January 2023
Revised: 26 March 2023
Accepted manuscript online: 16 April 2023
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PACS:
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05.45.-a
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(Nonlinear dynamics and chaos)
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Fund: This Project supported by the National Natural Science Foundation of China (Grant No.11804111). |
Corresponding Authors:
Yuangen Yao
E-mail: yyg@mail.hzau.edu.cn
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Cite this article:
Haiyou Deng(邓海游), Rong Gui(桂容), and Yuangen Yao(姚元根) Temperature-induced logical resonance in the Hodgkin-Huxley neuron 2023 Chin. Phys. B 32 120501
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[1] Benzi R, Sutera A and Vulpiani A 1981 J. Phys. A: Math. Gen. 14 L453 [2] Gang H, Ditzinger T, Ning C Z and Haken H 1993 Phys. Rev. Lett. 71 807 [3] Pikovsky A S and Kurths J 1997 Phys. Rev. Lett. 78 775 [4] Zaikin A A, Kurths J and Schimansky-Geier L 2000 Phys. Rev. Lett. 85 227 [5] Kreuz T, Luccioli S and Torcini A 2006 Phys. Rev. Lett. 97 238101 [6] Kish L B 2002 Phys. Lett. A 305 144 [7] Gammaitoni L 2007 Appl. Phys. Lett. 91 224104 [8] Murali K, Sinha S, Ditto W L and Bulsara A R 2009 Phys. Rev. Lett. 102 104101 [9] Suzuki Y and Asakawa N 2022 Polymers 14 747 [10] Kawahara T, Yamaguchi S, Maehashi K, Ohno Y, Matsumoto K and Kawai T 2010 Jpn. J. Appl. Phys. 49 02 [11] Pfeffer P, Hartmann F, Hofling S, Kamp M and Worschech L 2015 Phys. Rev. Appl. 4 014011 [12] Kanki T, Hotta Y, Asakawa N, Kawai T and Tanaka H 2010 Appl. Phys. Lett. 96 242108 [13] Yao Y E 2021 Pramana 95 77 [14] Zhang L, Song A and He J 2010 Phys. Rev. E 82 051106 [15] Cheng G, Liu W, Gui R and Yao Y 2020 Chaos Solitons & Fractals 131 109514 [16] Zhang H, Yang T, Xu W and Xu Y 2014 Nonlinear Dyn. 76 649 [17] Dari A, Kia B, Bulsara A R and Ditto W L 2011 Chaos 21 047521 [18] Zhang L, Zheng W, Xie F and Song A 2017 Phys. Rev. E 96 052203 [19] Yang H, Yao Y and Ren J 2022 Chin. J. Phys. 77 124 [20] Yao Y, Cheng G and Gui R 2020 Chaos 30 073125 [21] Gupta A, Sohane A, Kohar V, Murali K and Sinha S 2011 Phys. Rev. E 84 055201 [22] Kohar V, Murali K and Sinha S 2014 Commun. Nonlinear Sci. Numer. Simulat. 19 2866 [23] Gui R, Wang Y, Yao Y and Cheng G 2020 Chaos Solitons & Fractals 138 109952 [24] Wang N and Song A 2015 Neurocomputing 155 80 [25] Cheng G H, Zheng S T, Dong J H, Xu Z Q and Gui R 2021 Chaos 31 053105 [26] Gui R, Li J X, Yao Y G and Cheng G H 2021 Chaos Solitons & Fractals 148 111043 [27] Wang N, Song A and Yang B 2017 Eur. Phys. J. B 90 117 [28] Yao Y and Yao C 2023 Nonlinear Dyn. 111 4807 [29] Yao Y G 2021 Chin. Phys. B 30 060503 [30] Aravind M, Murali K and Sinha S 2018 Phys. Lett. A 382 1581 [31] Yao Y and Ma J 2020 Int. J. Bifurc. Chaos 30 2050196 [32] Yao Y, Ma J, Gui R and Cheng G 2021 Chaos 31 023103 [33] Kohar V and Sinha S 2012 Phys. Lett. A 376 957 [34] Nobukawa S, Wagatsuma N, Nishimura H, Inagaki K and Yamanishi T 2022 IEEE Access 10 15699 [35] Yao Y G, Ma J, Gui R and Cheng G H 2021 Chaos Solitons & Fractals 152 111339 [36] Ashokkumar P, Aravindh M S, Venkatesan A and Lakshmanan M 2021 Chaos 31 063119 [37] Gui R, Yang Y D, Yao Y G and Cheng G H 2020 Chin. J. Phys. 68 178 [38] Aravindh M S, Gopal R, Venkatesan A and Lakshmanan M 2020 Pramana 94 78 [39] Wang N and Song A 2014 Phys. Lett. A 378 1588 [40] Zhang L, Zheng W B, Min F H and Song A G 2019 Phys. Lett. A 383 617 [41] Gui R, Zhang H Y, Cheng G H and Yao Y G 2020 Chaos 30 023119 [42] Yao Y 2022 Nonlinear Dyn. 107 3887 [43] Peterson M E, Daniel R M, Danson M J and Eisenthal R 2007 Biochem. J. 402 331 [44] Arcus V L, Prentice E J, Hobbs J K, Mulholland A J, Van der Kamp M W, Pudney C R, Parker E J and Schipper L A 2016 Biochemistry 55 1681 [45] Somero G N 1978 Annu. Rev. Ecol. Evol. S 9 1 [46] von der Ohe C G, Darian-Smith C, Garner C C and Heller H C 2006 J. Neurosci. 26 10590 [47] Benndorf K and Koopmann R 1993 Biophys. J. 65 1585 [48] Pekala D, Szkudlarek H and Raastad M 2016 Physiol. Rep. 4 e12981 [49] Song X, Wang H, Chen Y and Lai Y C 2019 Phys. Rev. E 100 032416 [50] Ding Q and Jia Y 2021 Chaos 31 053102 [51] Yao C, Xu F, Shuai J and Li X 2022 Physica A 596 127139 [52] Yang L J and Jia Y 2005 Biosystems 81 267 |
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