A new photosensitive neuron model and its dynamics

被引:134
作者
Liu, Yong [1 ]
Xu, Wan-jiang [1 ]
Ma, Jun [2 ,3 ]
Alzahrani, Faris [4 ]
Hobiny, Aatef [4 ]
机构
[1] Yancheng Teachers Univ, Sch Math & Stat, Yancheng 224002, Peoples R China
[2] Lanzhou Univ Technol, Dept Phys, Lanzhou 730050, Peoples R China
[3] Chongqing Univ Posts & Telecommun, Sch Sci, Chongqing 430065, Peoples R China
[4] King Abdulaziz Univ, Dept Math, NAAM Res Grp, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Photosensitive neuron; Neuron model; Bifurcation; Bursting; Photocell; TN710; O59; ELECTRICAL-ACTIVITY; ELECTROMAGNETIC INDUCTION; COUPLED NEURONS; SYNCHRONIZATION; NETWORK; RESPONSES; SYSTEM; IMPLEMENTATION; ATTRACTORS; RADIATION;
D O I
10.1631/FITEE.1900606
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Biological neurons can receive inputs and capture a variety of external stimuli, which can be encoded and transmitted as different electric signals. Thus, the membrane potential is adjusted to activate the appropriate firing modes. Indeed, reliable neuron models should take intrinsic biophysical effects and functional encoding into consideration. One fascinating and important question is the physical mechanism for the transcription of external signals. External signals can be transmitted as a transmembrane current or a signal voltage for generating action potentials. We present a photosensitive neuron model to estimate the nonlinear encoding and responses of neurons driven by external optical signals. In the model, a photocell (phototube) is used to activate a simple FitzHugh-Nagumo (FHN) neuron, and then external optical signals (illumination) are imposed to excite the photocell for generating a time-varying current/voltage source. The photocell-coupled FHN neuron can therefore capture and encode external optical signals, similar to artificial eyes. We also present detailed bifurcation analysis for estimating the mode transition and firing pattern selection of neuronal electrical activities. The sampled time series can reproduce the main characteristics of biological neurons (quiescent, spiking, bursting, and even chaotic behaviors) by activating the photocell in the neural circuit. These results could be helpful in giving possible guidance for studying neurodynamics and applying neural circuits to detect optical signals.
引用
收藏
页码:1387 / 1396
页数:10
相关论文
共 70 条
[41]   A novel memristive neural network with hidden attractors and its circuitry implementation [J].
Pham Viet Thanh ;
Jafari, Sajad ;
Vaidyanathan, Sundarapandian ;
Volos, Christos ;
Wang Xiong .
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2016, 59 (03) :358-363
[42]   Dynamical patterns of calcium signaling in a functional model of neuron-astrocyte networks [J].
Postnov, D. E. ;
Koreshkov, R. N. ;
Brazhe, N. A. ;
Brazhe, A. R. ;
Sosnovtseva, O. V. .
JOURNAL OF BIOLOGICAL PHYSICS, 2009, 35 (04) :425-445
[43]   Dynamics of a neuron exposed to integer- and fractional-order discontinuous external magnetic flux [J].
Rajagopal, Karthikeyan ;
Nazarimehr, Fahimeh ;
Karthikeyan, Anitha ;
Alsaedi, Ahmed ;
Hayat, Tasawar ;
Viet-Thanh Pham .
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2019, 20 (04) :584-590
[44]   Synchronization and firing patterns of coupled Rulkov neuronal map [J].
Rakshit, Sarbendu ;
Ray, Arnob ;
Bera, Bidesh K. ;
Ghosh, Dibakar .
NONLINEAR DYNAMICS, 2018, 94 (02) :785-805
[45]   Synchronization in a temporal multiplex neuronal hypernetwork [J].
Rakshit, Sarbendu ;
Bera, Bidesh K. ;
Ghosh, Dibakar .
PHYSICAL REVIEW E, 2018, 98 (03)
[46]   Emergence of synchronization and regularity in firing patterns in time-varying neural hypernetworks [J].
Rakshit, Sarbendu ;
Bera, Bidesh K. ;
Ghosh, Dibakar ;
Sinha, Sudeshna .
PHYSICAL REVIEW E, 2018, 97 (05)
[47]   Firing-Rate Response of a Neuron Receiving Excitatory and Inhibitory Synaptic Shot Noise [J].
Richardson, Magnus J. E. ;
Swarbrick, Rupert .
PHYSICAL REVIEW LETTERS, 2010, 105 (17)
[48]   Taking control of initiated propagating wave in a neuronal network using magnetic radiation [J].
Rostami, Zahra ;
Viet-Thanh Pham ;
Jafari, Sajad ;
Hadaeghi, Fatemeh ;
Ma, Jun .
APPLIED MATHEMATICS AND COMPUTATION, 2018, 338 :141-151
[49]   Neuron-astrocyte signaling and epilepsy [J].
Seifert, Gerald ;
Steinhaeuser, Christian .
EXPERIMENTAL NEUROLOGY, 2013, 244 :4-10
[50]   Wave pattern stability of neurons coupled by memristive electromagnetic induction [J].
Takembo, C. N. ;
Mvogo, A. ;
Fouda, H. P. Ekobena ;
Kofane, T. C. .
NONLINEAR DYNAMICS, 2019, 96 (02) :1083-1093