Biophysical neurons, energy, and synapse controllability: a review

被引:158
作者
Ma, Jun [1 ,2 ]
机构
[1] Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Sch Sci, Chongqing 430065, Peoples R China
来源
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A | 2023年 / 24卷 / 02期
基金
中国国家自然科学基金;
关键词
Energy balance; Creation of synapse; Functional neuron; Heterogeneity; Defects; WAVE-PROPAGATION; NEURAL-NETWORK; ELECTROMAGNETIC INDUCTION; PHASE SYNCHRONIZATION; ELECTRICAL-ACTIVITY; BURSTING PATTERNS; CONTROLLING CHAOS; FIRING ACTIVITIES; SPIRAL WAVE; MEMRISTOR;
D O I
10.1631/jzus.A2200469
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Diffusive intracellular and extracellular ions induce a gradient electromagnetic field that regulates membrane potential, and energy injection from external stimuli breaks the energy balance between the magnetic and electric fields in a cell. Indeed, any activation of biophysical function and self-adaption of biological neurons may be dependent on energy flow, and synapse connection is controlled to reach energy balance between neurons. When more neurons are clustered and gathered closely, field energy is exchanged and shape formation is induced to achieve local energy balance. As a result, the coexistence of multiple firing modes in neural activities is fostered to prevent the occurrence of bursting synchronization and seizure. In this review, a variety of biophysical neuron models are presented and explained in terms of their physical aspects, and the controllability of functional synapses, formation of heterogeneity, and defects are clarified for knowing the synchronization stability and cooperation between functional regions. These models and findings are summarized to provide new insights into nonlinear physics and computational neuroscience.
引用
收藏
页码:109 / 129
页数:21
相关论文
共 204 条
[1]   On numerical approximations of fractional-order spiking neuron models [J].
AbdelAty, A. M. ;
Fouda, M. E. ;
Eltawil, A. M. .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2022, 105
[2]   DYNAMICS OF JOSEPHSON-JUNCTION CIRCUITS [J].
ABIDI, AA ;
CHUA, LO .
IEE JOURNAL ON ELECTRONIC CIRCUITS AND SYSTEMS, 1979, 3 (04) :186-200
[3]   RETRACTED: EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review (Retracted Article) [J].
Ahmad, Ijaz ;
Wang, Xin ;
Zhu, Mingxing ;
Wang, Cheng ;
Pi, Yao ;
Khan, Javed Ali ;
Khan, Siyab ;
Samuel, Oluwarotimi Williams ;
Chen, Shixiong ;
Li, Guanglin .
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
[4]   Chimera states in a class of hidden oscillatory networks [J].
Asir, M. Paul ;
Prasad, Awadhesh ;
Kuznetsov, N., V ;
Shrimali, Manish Dev .
NONLINEAR DYNAMICS, 2021, 104 (02) :1645-1655
[5]  
Bailoul Charaf Eddine, 2020, International Journal of Computational Biology and Drug Design, V13, P224
[6]   Hyperchaos in a second-order discrete memristor-based map model [J].
Bao, Bo-Cheng ;
Li, Houzhen ;
Wu, Huagan ;
Zhang, Xi ;
Chen, Mo .
ELECTRONICS LETTERS, 2020, 56 (15) :769-770
[7]   Analysis of noise effects in a map-based neuron model with Canard-type quasiperiodic oscillations [J].
Bashkirtseva, Irina ;
Nasyrova, Venera ;
Ryashko, Lev .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2018, 63 :261-270
[8]   Impacts of autapse on chaotic resonance in single neurons and small-world neuronal networks [J].
Baysal, Veli ;
Erkan, Erdem ;
Yilmaz, Ergin .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2021, 379 (2198)
[9]   Effects of electromagnetic induction on vibrational resonance in single neurons and neuronal networks [J].
Baysal, Veli ;
Yilmaz, Ergin .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 537
[10]   Brain Energy Metabolism: Focus on Astrocyte-Neuron Metabolic Cooperation [J].
Belanger, Mireille ;
Allaman, Igor ;
Magistretti, Pierre J. .
CELL METABOLISM, 2011, 14 (06) :724-738