|
|
Diffusive field coupling-induced synchronization between neural circuits under energy balance |
Ya Wang(王亚)1,2, Guoping Sun(孙国平)1, and Guodong Ren(任国栋)1,† |
1 Department of Physics, Lanzhou University of Technology, Lanzhou 730050, China; 2 School of Physics and Information Technology, Shaanxi Normal University, Xi'an 710062, China |
|
|
Abstract When charged bodies come up close to each other, the field energy is diffused and their states are regulated under bidirectional field coupling. For biological neurons, the diversity in intrinsic electric and magnetic field energy can create synaptic connection for fast energy balance and synaptic current is passed across the synapse channel; as a result, energy is pumped and exchanged to induce synchronous firing modes. In this paper, a capacitor is used to connect two neural circuits and energy propagation is activated along the coupling channel. The intrinsic field energy in the two neural circuits is exchanged and the coupling intensity is controlled adaptively using the Heaviside function. Some field energy is saved in the coupling channel and is then sent back to the coupled neural circuits to reach energy balance. Therefore the circuits can reach possible energy balance and complete synchronization. It is possible that the diffusive energy of the coupled neurons inspires the synaptic connections to grow stronger for possible energy balance.
|
Received: 12 April 2022
Revised: 07 June 2022
Accepted manuscript online: 27 June 2022
|
PACS:
|
05.45.-a
|
(Nonlinear dynamics and chaos)
|
|
Fund: Project supported by the National Natural Science Foundation of China (Grant No. 12062009) and the Gansu National Science of Foundation, China (Grant No. 20JR5RA473). |
Corresponding Authors:
Guodong Ren
E-mail: rengd@lut.edu.cn
|
Cite this article:
Ya Wang(王亚), Guoping Sun(孙国平), and Guodong Ren(任国栋) Diffusive field coupling-induced synchronization between neural circuits under energy balance 2023 Chin. Phys. B 32 040504
|
[1] Lechner M, Hasani R, Amini A, Henzinger T A, Rus D and Grosu R 2020 Nat. Mach. Intell. 2 642 [2] Kouh M and Poggio T 2008 Neural Comput. 20 1427 [3] Kohl J, Autry A E and Dulac C 2017 Bioessays 39 1 [4] de Jong J W, Afjei S A, Dorocic I P, Peck J R, Liu C, Kim C K, Tian L, Deisseroth K and Lammel S 2019 Neuron 101 133 [5] Xiang Z, Tang C, Yan L, Chang C and Liu G 2020 Chin. Phys. B 29 108701 [6] McAllister A K, Katz L C and Lo D C 1999 Ann. Rev. Neurosci. 22 295 [7] Ma J, Yang Z Q, Yang L J and Tang J 2019 J. Zhejiang Univ. Sci. A 20 639 [8] Liu Z L, Wang C N, Jin W Y and Ma J 2019 Nonlinear Dyn. 97 2661 [9] Yao Z, Zhou P, Zhu Z G and Ma 2021 Neurocomputing 423 518 [10] Zhang X F, Ma J, Xu Y and Ren G D 2021 Acta Phys. Sin. 70 090502 (in Chinese) [11] Zhang Y, Wang C N, Tang J, Ma J and Ren G D 2020 Sci. China Technol. Sci. 63 2328 [12] Zhang X F, Wang C, Ma J and Ren G D 2020 Modern Phys. Lett. B 34 2050267 [13] Gambuzza L V, Buscarino A, Fortuna L and Frasca M 2015 IEEE Transactions on Circuits and Systems I: Regular Papers 62 1175 [14] Shao N, Zhang S B and Shao S Y 2019 Acta Phys. Sin. 68 198502 (in Chinese) [15] Bao H, Zhang Y, Liu W and Bao B 2020 Nonlinear Dyn. 100 937 [16] Kyprianidis I, Papachristou V, Stouboulos I N and Volos C 2012 WSEAS Transactions on Systems 11 516 [17] Liu Z L, Zhou P, Ma J, Hobiny A and Alzahrani F 2020 Chaos, Solitons & Fractals 131 109533 [18] Zhou P, Zhang X and Ma J 2022 Nonlinear Dyn. 108 1681 [19] Xie Y, Yao Z and Ma J 2022 Frontiers of Information Technology & Electronic Engineering |
No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|