S Ding, N Wang, H Bao, B Chen, H Wu, Q Xu - Chaos, Solitons & Fractals, 2023 - Elsevier
Electromagnetic induction current is generated between the adjacent neurons in neural network caused by the existence of membrane potential difference. Memristor is the fourth …
Hyperbolic tangent function, a bounded monotone differentiable function, is usually taken as a neuron activation function, whose activation gradient, ie gain scaling parameter, can …
M Chen, M Sun, H Bao, Y Hu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, from a new perspective of flux and charge, we present in-depth analyses of two ideal memristor emulators and the fifth-order memristive Chua's circuit constructed based on …
Y Peng, S He, K Sun - AEU-International Journal of Electronics and …, 2021 - Elsevier
Although memristor has been widely discussed in recent years, the topic of memristor in discrete domain is rarely mentioned. This paper presents a higher dimensional chaotic map …
Y Peng, K Sun, S He - Chaos, Solitons & Fractals, 2020 - Elsevier
The realization of real memristor makes it be a very popular topic in recent years. However, the topic about discrete memristor model is rarely discussed. In this paper, a discrete …
J Sun, X Zhao, J Fang, Y Wang - Nonlinear Dynamics, 2018 - Springer
Memristor chaotic system has been attracted by many researchers because of the rich dynamical behaviors. However, some existed memristor chaotic systems have finite …
C Chen, F Min, Y Zhang, B Bao - Nonlinear Dynamics, 2021 - Springer
Due to the existence of membrane potential differences, the electromagnetic induction flows can be induced in the interconnected neurons of Hopfield neural network (HNN). To express …
Q Zhao, C Wang, X Zhang - Chaos: An Interdisciplinary Journal of …, 2019 - pubs.aip.org
In this paper, a universal charge-controlled mem-elements (including memristor, memcapacitor, and meminductor) emulator consisting of off-the-shelf devices is proposed …
Since the electrical activities of neurons are closely related to complex electrophysiological environment in neuronal system, a novel three‐dimensional memristive Hindmarsh–Rose …