Dynamical and coherence resonance in a photoelectric neuron under autaptic regulation

被引:12
作者
Zhou, Ping [1 ]
Xu, Ying [2 ]
Ma, Jun [1 ,3 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Sci, Chongqing 400065, Peoples R China
[2] Shandong Normal Univ, Sch Math & Stat, Jinan 250014, Peoples R China
[3] Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China
基金
中国国家自然科学基金;
关键词
Photoelectric neuron; Hamilton energy; Bifurcation; Noise; Autapse; PHASE SYNCHRONIZATION; ELECTRIC-ACTIVITIES; SPIKING; NETWORK; DRIVEN; MODES;
D O I
10.1016/j.physa.2023.128746
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Photoelectric neuron can perceive external illumination, and partial external energy is absorbed for generating output voltage and/or current. During the occurrence of photoelectric conversion, external illumination is filtered and transformed into equiv-alent electric stimulus, and then the external light signals are adjusted to control the neural activities by changing the excitability. Visual neuron has its intrinsic self-adaption, and appropriate firing patterns are induced under external illumination within specific frequency band. Therefore, the light-sensitive neuron developed from neural circuit driven by photocurrent can be used study the signal processing in visual neuron. Autapse is a special synaptic structure, which can create an auxiliary loop by inducing time -delayed feedback on membrane potential and the neural activities can be controlled. Autapse connection to a light-sensitive neuron and its modulation on neural activities is explored for knowing its self-adaption in neuron when phototube is connected as voltage/current source to the circuit. In addition, noise is applied on this biophysical neuron with autaptic driving and coherence resonance is induced. The mode selection is controlled by intrinsic parameters including gain and time delay in the autapse in presence of photocurrent even under noise. Furthermore, the intrinsic Hamilton energy for an isolated neuron under autaptic exciting is estimated, and the firing modes have important impact on the energy in the neuron. In presence of noise, the activation of autaptic driving is effective to control the firing patterns and induce possible coherence resonance.& COPY; 2023 Elsevier B.V. All rights reserved.
引用
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页数:17
相关论文
共 64 条
[1]   Effects of autapse on the chimera state in a Hindmarsh-Rose neuronal network [J].
Aghababaei, Sajedeh ;
Balaraman, Sundarambal ;
Rajagopal, Karthikeyan ;
Parastesh, Fatemeh ;
Panahi, Shirin ;
Jafari, Sajad .
CHAOS SOLITONS & FRACTALS, 2021, 153
[2]   Wave Systems with an Infinite Number of Localized Traveling Waves [J].
Alfimov, Georgy L. ;
Medvedeva, Elina V. ;
Pelinovsky, Dmitry E. .
PHYSICAL REVIEW LETTERS, 2014, 112 (05)
[3]   Memristive neuron model with an adapting synapse and its hardware experiments [J].
Bao, BoCheng ;
Zhu, YongXin ;
Ma, Jun ;
Bao, Han ;
Wu, HuaGan ;
Chen, Mo .
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 64 (05) :1107-1117
[4]   Discrete memristive neuron model and its interspike interval-encoded application in image encryption [J].
Bao Han ;
Hua ZhongYun ;
Liu WenBo ;
Bao BoCheng .
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 64 (10) :2281-2291
[5]   Hidden Bursting Firings and Bifurcation Mechanisms in Memristive Neuron Model With Threshold Electromagnetic Induction [J].
Bao, Han ;
Hu, Aihuang ;
Liu, Wenbo ;
Bao, Bocheng .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (02) :502-511
[6]   Control of bursting synchronization in networks of Hodgkin-Huxley-type neurons with chemical synapses [J].
Batista, C. A. S. ;
Viana, R. L. ;
Ferrari, F. A. S. ;
Lopes, S. R. ;
Batista, A. M. ;
Coninck, J. C. P. .
PHYSICAL REVIEW E, 2013, 87 (04)
[7]   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)
[8]   Synaptic Transmission: Excitatory Autapses Find a Function? [J].
Bekkers, John M. .
CURRENT BIOLOGY, 2009, 19 (07) :R296-R298
[9]   Coherence resonance for neuronal bursting with spike undershoot [J].
Cao, Ben ;
Wang, Runxia ;
Gu, Huaguang ;
Li, Yuye .
COGNITIVE NEURODYNAMICS, 2021, 15 (01) :77-90
[10]   Periodically varied initial offset boosting behaviors in a memristive system with cosine memductance [J].
Chen, Mo ;
Ren, Xue ;
Wu, Hua-gan ;
Xu, Quan ;
Bao, Bo-cheng .
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2019, 20 (12) :1706-1716