A review of chaotic systems based on memristive Hopfield neural networks
Since the Lorenz chaotic system was discovered in 1963, the construction of chaotic
systems with complex dynamics has been a research hotspot in the field of chaos. Recently …
systems with complex dynamics has been a research hotspot in the field of chaos. Recently …
High-dimensional memristive neural network and its application in commercial data encryption communication
With the development of economic globalization, demands for digital business data sharing
among different subsidiary companies are constantly emerging. How to achieve secure …
among different subsidiary companies are constantly emerging. How to achieve secure …
ReLU-type Hopfield neural network with analog hardware implementation
Abstract Rectified Linear Unit (ReLU) is an extremely simple activation function with two-
segment linearity and is usually used in convolutional neural network. To simplify the analog …
segment linearity and is usually used in convolutional neural network. To simplify the analog …
Complex dynamic behaviors in a small network of three ring coupled Rayleigh-Duffing oscillators: Theoretical study and circuit simulation
SMK Fogue, LK Kemgang, J Kengne… - International Journal of …, 2024 - Elsevier
This work focuses on the dynamics of a small network of three ring-coupled unidirectional
Rayleigh-Duffing oscillators. The equations governing the Rayleigh-Duffing oscillator …
Rayleigh-Duffing oscillators. The equations governing the Rayleigh-Duffing oscillator …
Collective dynamics of two coupled Hopfield inertial neurons with different activation functions: theoretical study and microcontroller implementation
E Madasamy, BFB a Boya, J Kengne… - Physica Scripta, 2023 - iopscience.iop.org
This work deals with the regular and chaotic dynamics of a system made up of two Hopfield-
type neurons with two different activation functions: the hyperbolic tangent function and the …
type neurons with two different activation functions: the hyperbolic tangent function and the …
Chaos, synchronization, and emergent behaviors in memristive hopfield networks: bi-neuron and regular topology analysis
BF Boui A Boya, SS Muni… - The European Physical …, 2024 - Springer
This paper investigates the dynamics of a Hopfield inertial bi-neuron with double memristive
synaptic weights. The dynamical behavior of the system is investigated with both numerical …
synaptic weights. The dynamical behavior of the system is investigated with both numerical …
Effects of bias current and control of multistability in 3D hopfield neural network
This work studies the dynamics of a three dimensional Hopfield neural network focusing on
the impact of bias terms. In the presence of bias terms, the models displays an odd symmetry …
the impact of bias terms. In the presence of bias terms, the models displays an odd symmetry …
Archive of novel hidden attractor with multistability and multidirectional chaotic attractors of Moore–Spiegel oscillator
A Azam, R Naheed, M Aqeel, S Ahmad, J Ayub… - The European Physical …, 2023 - Springer
Recently, the reveal of novel hidden attractor and multistability in a chaotic system got much
attention due to increasing use of complex chaotic systems in engineering problems. In this …
attention due to increasing use of complex chaotic systems in engineering problems. In this …
Six-scroll chaos within the dynamics of the Thomas chaotic system and application to biomedical data encryption
BFBA Boya, A Nanfak, JM Ngono… - Physica …, 2024 - iopscience.iop.org
In this paper, the influence of non-monotonic nonlinearity within the dynamics of the Thomas
model is studied. The system presents various six-scroll chaos over a wide range of …
model is studied. The system presents various six-scroll chaos over a wide range of …
Control and symmetry breaking aspects of a geomagnetic field inversion model
In this work, we consider the geomagnetic field inversion model proposed by Gissinger et
al.[Europhys. Lett. 90 (4), 49001 (2010)], where a quadratic term is added for symmetry …
al.[Europhys. Lett. 90 (4), 49001 (2010)], where a quadratic term is added for symmetry …