A review of chaotic systems based on memristive Hopfield neural networks

H Lin, C Wang, F Yu, J Sun, S Du, Z Deng, Q Deng - Mathematics, 2023 - mdpi.com
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 …

Memristor-based circuit design of PAD emotional space and its application in mood congruity

J Sun, Y Wang, P Liu, S Wen… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The 1-D and 2-D emotion models realized by hardware circuits have been studied.
However, 3-D emotional model which is most suitable for human emotion has not been …

Dynamics analysis and hardware implementation of multi-scroll hyperchaotic hidden attractors based on locally active memristive Hopfield neural network

D Tang, C Wang, H Lin, F Yu - Nonlinear Dynamics, 2024 - Springer
It is believed that local activation is the origin of all complexities, and the locally active
memristive synaptic neural network can generate complex chaotic dynamic behaviors, such …

Research progress of neural synapses based on memristors

Y Li, K Su, H Chen, X Zou, C Wang, H Man, K Liu, X Xi… - Electronics, 2023 - mdpi.com
The memristor, characterized by its nano-size, nonvolatility, and continuously adjustable
resistance, is a promising candidate for constructing brain-inspired computing. It operates …

Memristor-based neural network circuit of emotional habituation with contextual dependency

J Sun, L Zhao, S Wen, Y Wang - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Most memristor-based neural networks only consider habituation under repeated stimuli, but
the emotional habituation under repeated emotional stimuli is ignored. In this article, a …

Bioinspired memristive neural network circuit design of cross-modal associative memory

J Liu, F Xiong, Y Zhou, S Duan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The development of brain-like artificial intelligence is based on the cognitive functions of the
brain, which are influenced by the cross-modal interactions of learning and memory …

Memristive PAD three-dimensional emotion generation system based on D–S evidence theory

M Zhang, C Wang, Y Sun, T Li - Nonlinear Dynamics, 2024 - Springer
In this work, a Pleasure–Arousal–Dominance (PAD) three-dimensional brain-like emotion
generation system is proposed by simulating the brain tissue structures involved in emotion …

A memristive system: dynamics, synchronization, parameter modulation and demodulation

SF Wang - Physica Scripta, 2023 - iopscience.iop.org
The subject of this article is to study a memristive system and modulation and demodulate
the information signal in security system, a novel memristive system is presented and its …

SSTE: Syllable-Specific Temporal Encoding to FORCE-learn audio sequences with an associative memory approach

N Jannesar, K Akbarzadeh-Sherbaf, S Safari… - Neural Networks, 2024 - Elsevier
The circuitry and pathways in the brains of humans and other species have long inspired
researchers and system designers to develop accurate and efficient systems capable of …

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

X Ding, C Feng, N Wang, A Liu, Q Xu - Cognitive Neurodynamics, 2024 - Springer
Electrophysiological properties of ion channels can influence the transport process of ions
and the generation of firing patterns in an excitable biological neuron when applying an …