Oscillatory neural network (ONN) is an emerging neuromorphic architecture composed of
oscillators that implement neurons and are coupled by synapses. ONNs exhibit rich …

Oscillatory Neural Network (ONN) is an emerging neuromorphic architecture with oscillators
representing neurons and information encoded in oscillator's phase relations. In an ONN …

Image segmentation implementation provides simplified and effective feature information of
image. Neural network algorithms have made significant progress in the application of …

Networks of coupled oscillators have far-reaching implications across various fields,
providing insights into a plethora of dynamics. This review offers an in-depth overview of …

Recently memristors have emerged as a form of nonvolatile memory that is based on the
principle of ion transport in solid electrolytes under the impact of an external electric field. It …

Digital electronics based on von Neumann's architecture is reaching its limits to solve large-
scale problems essentially due to the memory fetching. Instead, recent efforts to bring the …

The paper presents the results of the classification of handwritten digits from the MNIST
database using the Hopfield network. A strong correlation of training binary patterns does …

We present a novel generalization of quadrature oscillators (QVCO) which we call “arbitrary
phase oscillator” or APO for short. In contrast to a QVCO which generates only quadrature …

Logical gates have been used in implementation of logic sequential and combinational
circuits especially in computers, DSPs and microprocessors. They are mostly fabricated …

In this study, we propose the coupled oscillatory networks with the memristor couplings as a
ring structure. We focus on the dynamics of the memristor couplings, and investigate …