82 citations · 211 across the 15 of their papers we have counts for
15 papers
Dynamic image recognition in a spiking neuron network supplied by astrocytes
Sergey V. Stasenko, Victor B. Kazantsev
Mathematical model of spiking neuron network (SNN) supplied by astrocytes is investigated. The astrocytes are specific type of brain cells which are not electrically excitable but…
Failure of neuron network coherence induced by SARS-CoV-2-infected astrocytes
Sergey V. Stasenko, Alexander E. Hramov, Victor B. Kazantsev
Coherent activations of brain neuron networks underlay many physiological functions associated with various behavioral states. These synchronous fluctuations in the electrical acti…
Neuropunk Revolution. Hacking Cognitive Systems towards Cyborgs 3.0
Max Talanov, Jordi Vallverdu, Andrew Adamatzky +18
This work is dedicated to the review and perspective of the new direction that we call "Neuropunk revolution" resembling the cultural phenomenon of cyberpunk. This new phenomenon h…
Spatial computing in structured spiking neural networks with a robotic embodiment
Sergey A. Lobov, Alexey N. Mikhaylov, Ekaterina S. Berdnikova +2
One of the challenges of modern neuroscience is creating a "living computer" based on neural networks grown in vitro. Such an artificial device is supposed to perform neurocomputat…
Biomorphic propulsion system diving thunniform robotic fish
I. V. Mitin, R. A. Korotaev, A. A. Ermolaev +1
A biomorphic propulsion systemfor underwater robotic fish is presented. The system is based on a combination of an elastic chord with a tail fin fixed on it. The tail fin is connec…
Social stress drives the multi-wave dynamics of COVID-19 outbreaks
I. A. Kastalskiy, E. V. Pankratova, E. M. Mirkes +2
The dynamics of epidemics depend on how people's behavior changes during an outbreak. At the beginning of the epidemic, people do not know about the virus, then, after the outbreak…
Stochastic Memristive Interface between Electronic FitzHugh-Nagumo Neurons
S. Gerasimova, A. Belov, D. Korolev +6
The dynamics of memristive device in response to neuron-like signals and coupling electronic neurons via memristive device has been investigated theoretically and experimentally. T…
Formation of working memory in a spiking neuron network accompanied by astrocytes
Susanna Yu. Gordleeva, Yulia A. Tsybina, Mikhail I. Krivonosov +4
We propose a biologically plausible computational model of working memory (WM) implemented by the spiking neuron network (SNN) interacting with a network of astrocytes. SNN is mode…
Design and Simulation of Memristor-Based Artificial Neural Network for Bidirectional Adaptive Neural Interface
Sergey Shchanikov, Anton Zuev, Ilya Bordanov +7
This article proposes a general approach to the simulation and design of a multilayer perceptron (MLP) network on the basis of cross-bar arrays of metal-oxide memristive devices. T…
Simple model of complex dynamics of activity patterns in developing networks of neuronal cultures
I. Y. Tyukin, D. Iudin, F. Iudin +4
Living neuronal networks in dissociated neuronal cultures are widely known for their ability to generate highly robust spatiotemporal activity patterns in various experimental cond…
Spikebench: An open benchmark for spike train time-series classification
Ivan Lazarevich, Ilya Prokin, Boris Gutkin +1
Modern well-performing approaches to neural decoding are based on machine learning models such as decision tree ensembles and deep neural networks. The wide range of algorithms tha…
Dynamics of the brain extracellular matrix governed by interactions with neural cells
Ivan Lazarevich, Sergey Stasenko, Maia Rozhnova +3
Neuronal and glial cells release diverse proteoglycans and glycoproteins, which aggregate in the extracellular space and form the extracellular matrix (ECM) that may in turn regula…
Towards Hardware Implementation of Double-Layer Perceptron Based on Metal-Oxide Memristive Nanostructures
A. N. Mikhaylov, O. A. Morozov, P. E. Ovchinnikov +8
Construction and training principles have been proposed and tested for an artificial neural network based on metal-oxide thin-film nanostructures possessing bipolar resistive switc…
Emergence of regular and complex calcium oscillations by inositol 1,4,5-trisphosphate signaling in astrocytes
Valeri Matrosov, Susan Gordleeva, Natalia Boldyreva +4
We use tools of bifurcation theory to characterize dynamics of astrocytic~IP and~Ca for different~IP regimes from a mathematical point of view. We do so following a…
Dendritic signal transmission induced by intracellular charge inhomogeneities
Ivan A. Lazarevich, Victor B. Kazantsev
Signal propagation in neuronal dendrites represents the basis for interneuron communication and information processing in the brain. Here we take into account charge inhomogeneitie…