Fast-slow dynamics in a memristive ion channel-based bionic circuit

Abderrahmane N, Lemaire E, Miramond B (2020) Design space exploration of hardware spiking neurons for embedded artificial intelligence. Neural Netw 121:366–386

Article  PubMed  Google Scholar 

Andalman AS, Burns VM, Lovett-Barron M, Broxton M, Poole B, Yang SJ, Grosenick L, Lerner TN, Chen R, Benster T et al (2019) Neuronal dynamics regulating brain and behavioral state transitions. Cell 177(4):970–985

Article  PubMed  PubMed Central  CAS  Google Scholar 

Ascoli A, Demirkol AS, Tetzlaff R, Chua L (2022) Edge of chaos theory resolves smale paradox. IEEE Trans Circuits Syst I 69(3):1252–1265

Article  Google Scholar 

Cai J, Bao H, Chen M, Xu Q, Bao B (2022) Analog/digital multiplierless implementations for nullcline-characteristics-based piecewise linear Hindmarsh-Rose neuron model. IEEE Trans Circuits Syst I 69(7):2916–2927

Article  Google Scholar 

Chen H, Bayani A, Akgul A, Jafari MA, Pham VT, Wang X, Jafari S (2018) A flexible chaotic system with adjustable amplitude, largest lyapunov exponent, and local kaplan-yorke dimension and its usage in engineering applications. Nonlinear Dyn 92:1791–1800

Article  Google Scholar 

Chua L (2015) Everything you wish to know about memristors but are afraid to ask. Radioengineering 24(02):319–368

Article  Google Scholar 

Chua LO (2023) Homemade US $10 Chua corsage memristor: Use it to make the poor man’s biomimetic neurons. IEEE Electron Devices Mag 1(2):10–22

Article  Google Scholar 

Chua L (2022) Hodgkin–Huxley equations implies edge of chaos kernel. Jpn J Appl Phys 61(SM), SM0805

De Myttenaere A, Golden B, Le Grand B, Rossi F (2016) Mean absolute percentage error for regression models. Neurocomputing 192:38–48

Article  Google Scholar 

Deng Q, Wang C, Sun J, Sun Y, Jiang J, Lin H, Deng Z (2024) Nonvolatile CMOS memristor, reconfigurable array, and its application in power load forecasting. IEEE Trans Ind Inf 20(4):6130–6141

Article  Google Scholar 

Dong Y, Wang G, Liang Y, Chen G (2022) Complex dynamics of a bi-directional N-type locally-active memristor. Commun Nonlinear Sci Numer Simul 105:106086

Article  Google Scholar 

Dong Y, Wang G, Iu HHC, Chen G, Chen L (2020) Coexisting hidden and self-excited attractors in a locally active memristor-based circuit. Chaos 30(10)

Grewe BF, Gründemann J, Kitch LJ, Lecoq JA, Parker JG, Marshall JD, Larkin MC, Jercog PE, Grenier F, Li JZ et al (2017) Neural ensemble dynamics underlying a long-term associative memory. Nature 543(7647):670–675

Article  PubMed  PubMed Central  CAS  Google Scholar 

Gu H, Pan B, Li Y (2015) The dependence of synchronization transition processes of coupled neurons with coexisting spiking and bursting on the control parameter, initial value, and attraction domain. Nonlinear Dyn 82:1191–1210

Article  Google Scholar 

Guo C, Xiao Y, Jian M, Zhao J, Sun B (2023) Design and optimization of a new cmos high-speed H-H neuron. Microelectron J 136:105774

Article  CAS  Google Scholar 

Han X, Bi Q (2023) Sliding fast-slow dynamics in the slowly forced Duffing system with frequency switching. Chaos Solit Fract 169:113270

Article  Google Scholar 

Hodgkin AL (1951) The ionic basis of electrical activity in nerve and muscle. Biol Rev 26(4):339–409

Article  CAS  Google Scholar 

Hodgkin AL, Huxley AF (1952) A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol 117(4):500

Article  PubMed  PubMed Central  CAS  Google Scholar 

Huang J, Bi Q (2023) Multiple modes of bursting phenomena in a vector field of triple Hopf bifurcation with two time scales. Chaos Solit Fract 175:113999

Article  Google Scholar 

Huang L, Wu G, Zhang Z, Bi Q (2019) Fast-slow dynamics and bifurcation mechanism in a novel chaotic system. Int J Bifurc Chaos 29(10):1930028

Article  Google Scholar 

Ison MJ, Quiroga RQ, Fried I (2015) Rapid encoding of new memories by individual neurons in the human brain. Neuron 87(1):220–230

Article  PubMed  PubMed Central  CAS  Google Scholar 

Jin P, Wang G, Liang Y, Iu HHC, Chua LO (2021) Neuromorphic dynamics of Chua corsage memristor. IEEE Trans Circ Syst I 68(11):4419–4432

Google Scholar 

Jin P, Wang G, Chen L (2023) Biphasic action potential and chaos in a symmetrical Chua corsage memristor-based circuit. Chaos 33(2)

Kafraj MS, Parastesh F, Jafari S (2020) Firing patterns of an improved Izhikevich neuron model under the effect of electromagnetic induction and noise. Chaos Solit Fract 137:109782

Article  Google Scholar 

Kim JH, Lee JK, Kim HG, Kim KB, Kim HR (2019) Possible effects of radiofrequency electromagnetic field exposure on central nerve system. Biomol Ther 27(3):265

Article  Google Scholar 

Kumar P, Ranjan RK, Kang SM (2024) A memristor emulation in 180-nm CMOS process for spiking signal generation and chaos application. IEEE Trans Circuits Syst I 71(4):1757–1770

Article  Google Scholar 

Li Y, Ma J, Xie Y (2024) A biophysical neuron model with double membranes. Nonlinear Dyn 112(9):7459–7475

Article  Google Scholar 

Li J, Wang C, Deng Q (2024) Symmetric multi-double-scroll attractors in Hopfield neural network under pulse controlled memristor. Nonlinear Dyn 112:14463–14477

Article  Google Scholar 

Liang Y, Wang G, Chen G, Dong Y, Yu D, Iu HHC (2020) S-type locally active memristor-based periodic and chaotic oscillators. IEEE Trans Circuits Syst I 67(12):5139–5152

Article  Google Scholar 

Lin H, Wang C, Chen C, Sun Y, Zhou C, Xu C, Hong Q (2021) Neural bursting and synchronization emulated by neural networks and circuits. IEEE Trans Circuits Syst I 68(8):3397–3410

Article  Google Scholar 

Lin H, Wang C, Sun Y, Yao W (2020) Firing multistability in a locally active memristive neuron model. Nonlinear Dyn 100(4):3667–3683

Article  Google Scholar 

Lin H, Wang C, Yu F, Hong Q, Xu C, Sun Y (2023) A triple-memristor hopfield neural network with space multi-structure attractors and space initial-offset behaviors. IEEE Trans Comput-Aided Des Integr Circuits Syst 42(12):4948–4958

Article  Google Scholar 

Lv M, Wang C, Ren G, Ma J, Song X (2016) Model of electrical activity in a neuron under magnetic flow effect. Nonlinear Dyn 85:1479–1490

Article  Google Scholar 

Mannan ZI, Choi H, Kim H (2016) Chua corsage memristor oscillator via Hopf bifurcation. Int J Bifurc Chaos 26(04):1630009

Article  Google Scholar 

Mannan ZI, Choi H, Rajamani V, Kim H, Chua L (2017) Chua corsage memristor: Phase portraits, basin of attraction, and coexisting pinched hysteresis loops. Int J Bifurcat Chaos 27(03):1730011

Article  Google Scholar 

Ouyang G, Wang S, Liu M, Zhang M, Zhou C (2023) Multilevel and multifaceted brain response features in spiking, ERP and ERD: experimental observation and simultaneous generation in a neuronal network model with excitation-inhibition balance. Cogn Neurodyn 17(6):1417–1431

Article  PubMed  Google Scholar 

Sachdeva PS, Livezey JA, DeWeese MR (2020) Heterogeneous synaptic weighting improves neural coding in the presence of common noise. Neural Comput 32(7):1239–1276

Article  PubMed  Google Scholar 

Shine JM, Breakspear M, Bell PT, Ehgoetz Martens KA, Shine R, Koyejo O, Sporns O, Poldrack RA (2019) Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nat Neurosci 22(2):289–296

Article  PubMed  CAS  Google Scholar 

Sun J, Li C, Wang Y, Wang Z (2024) Dynamic analysis of FN–HR neural network coupled of bistable memristor and encryption application based on Fibonacci Q-Matrix. Cogn Neurodyn pp. 1–18

Wang C, Liang J, Deng Q (2024) Dynamics of heterogeneous Hopfield neural network with adaptive activation function based on memristor. Neural Networks 178:106408

Article  PubMed  Google Scholar 

Wang N, Xu D, Kuznetsov N, Bao H, Chen M, Xu Q (2023) Experimental observation of hidden Chua’s attractor. Chaos Solit Fract 170:113427

Article  Google Scholar 

Wang C, Xu C, Sun J, Deng Q (2023) A memristor-based associative memory neural network circuit with emotion effect. Neural Comput Appl 35(15):10929–10944

Article  Google Scholar 

Wouapi KM, Fotsin BH, Louodop FP, Feudjio KF, Njitacke ZT, Djeudjo TH (2020) Various firing activities and finite-time synchronization of an improved Hindmarsh-Rose neuron model under electric field effect. Cogn Neurodyn 14:375–397

Article  PubMed  PubMed Central  Google Scholar 

Wouapi MK, Fotsin BH, Ngouonkadi EBM, Kemwoue FF, Njitacke ZT (2021) Complex bifurcation analysis and synchronization optimal control for H

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