Danila Semenov

• PhD
• Junior Reseacher at Institute for Problems in Mechanical Engineering of the Russian Academy of Sciences

This paper is devoted to the adaptive synchronization problem in the heterogeneous Hindmarsh–Rose neuronal networks. Heterogeneity is a natural property of biological neuronal networks, as each neuron has its own physiological characteristics, which may differ from other neurons within the population. Therefore, the study of the effect of heterogen...

The problem of controlled synchronization between two coupled non- identical Hindmarsh-Rose systems, each of which describes the behavior of a biological neuron, was considered. The importance of solving this problem is caused by a variety of medical and biological research that determines the correlation between the certain diseases of the nervous...

The adaptive synchronization problem between two coupled non-identical Hindmarsh-Rose systems was considered. It was shown that the usage of the developed controller, which is based on the speed gradient method, ensures to achieve synchronized behavior of the studied systems. The obtained results were mathematically proved and confirmed by the simu...

A new approach to the design of neurofeedback systems based on using Artificial Intelligence (AI) tools is proposed. The concept of control models of biological neural networks, and the setup including equipment and software tools developed in IPME RAS in order to implement the proposed concept is described. as well as the AI methods and programs p...

This work is primarily aimed at studying the reasons for the formation of the synchronous regimes of functioning of neural populations in the central nervous system of human or animal. It is well known that the synchronization of large number of the neurons in the central nervous system plays a key role in the formation of the brain waves. It was a...

The paper is devoted to the adaptive control problem of synchronization in the network of Hindmarsh-Rose neurons. The case of identical neurons was predominantly considered in the previous studies, which are concerned with the synchronization of the biological neuron models. However, the natural networks of biological neurons are heterogeneous, sin...