Explanipedia

Modeling artificial neuron spiking based on diffusive memristor with two filaments Open

Amir Akther, A. G. Balanov · 2025

Diffusive memristors show great promise as fundamental components for brain-inspired neuromorphic computing. By relying on the drift and diffusion of charge carriers, which form conductive filaments for charge transport, these devices offe…

Minimal Quantum Reservoirs with Hamiltonian Encoding Open

Gerard McCaul, Juan Sebastian Totero Gongora, Wendy Otieno, Sergey Savel’ev, A. M. Zagoskin , et al. · 2025

We investigate a minimal architecture for quantum reservoir computing based on Hamiltonian encoding, in which input data is injected via modulation of system parameters rather than state preparation. This approach circumvents many of the e…

Topological Quenching of Noise in a Free-Running Moebius Microcomb Open

Debayan Das, Antonio Cutrona, Andrew Cooper, Luana Olivieri, A. G. Balanov , et al. · 2025

Microcombs require ultralow-noise repetition rates to enable next-generation applications in metrology, high-speed communications, microwave photonics, and sensing. Regardless of the stabilisation method, spectral purity ultimately depends…

Designing Explainable Cognitive Systems and Explaining Neural Networks with Plastic Dynamical Systems Open

Natalia Janson, Adam E. Essex, A. G. Balanov · 2025

Roadmap to neuromorphic computing with emerging technologies Open

Adnan Mehonić, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky , et al. · 2024

International audience

Stochastic Instabilities of the Diffusive Memristor Open

Amir Akther, D. P. Pattnaik, Yury Ushakov, Pavel Borisov, Sergey Savel’ev , et al. · 2024

Recently created diffusive memristors have garnered significant research interest owing to their distinctive capability to generate a diverse array of spike dynamics which are similar in nature to those found in biological cells. This give…

Roadmap to Neuromorphic Computing with Emerging Technologies Open

Adnan Mehonić, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky , et al. · 2024

The roadmap is organized into several thematic sections, outlining current computing challenges, discussing the neuromorphic computing approach, analyzing mature and currently utilized technologies, providing an overview of emerging techno…

Hysteresis and Self-Oscillations in an Artificial Memristive Quantum Neuron Open

Finlay Potter, A. M. Zagoskin, Sergey Saveliev, A. G. Balanov · 2024

We theoretically study an artificial neuron circuit containing a quantum memristor in the presence of relaxation and dephasing. The charge transport in the quantum element is realized via tunneling of a charge through a quantum particle wh…

Non-KAM classical chaos topology for electrons in superlattice minibands determines the inter-well quantum transition rates Open

Feiran Wang, M. T. Greenaway, A. G. Balanov, T. M. Fromhold · 2024

Experimental signals and processed data used in the research work "On-chip phonon-magnon reservoir for neuromorphic computing" Open

Dmytro D. Yaremkevich, A. V. Scherbakov, Luke De Clerk, S. M. Kukhtaruk, Achim Nadzeyka , et al. · 2023

<p>The data set includes the raw experimental data, processed experimental data, and numerically modeled dependencies in the respective folders:</p><p>The raw experimental data (magnon readout, as measured) are given for …

Experimental signals and processed data used in the research work "On-chip phonon-magnon reservoir for neuromorphic computing" Open

Dmytro D. Yaremkevich, A. V. Scherbakov, Luke De Clerk, S. M. Kukhtaruk, Achim Nadzeyka , et al. · 2023

The data set includes the raw experimental data, processed experimental data, and numerically modeled dependencies in the respective folders: The raw experimental data (magnon readout, as measured) are given for all processed signals prese…

On-chip phonon-magnon reservoir for neuromorphic computing Open

A. V. Scherbakov, Dmytro D. Yaremkevich, Luke De Clerk, S. M. Kukhtaruk, R. P. Campion , et al. · 2023

Reservoir computing is a concept in which signals to process are mapped onto a high-dimensional phase space of a fixed dynamical system called “reservoir” for subsequent recognition by an artificial neural network. Implementations of reser…

Coherent Quantum Network of Superconducting Qubits as a Highly Sensitive Detector of Microwave Photons for Searching of Galactic Axions Open

C. Gatti, M. Affronte, A. G. Balanov, Claudio Bonizzoni, G. Brida , et al. · 2023

We propose a novel approach to detect a low power microwave signal with a frequency of the order of several GHz based on a coherent collective response of quantum states occurring in a superconducting qubits network (SQN). An SQN composes …

Quantum electrodynamics of non-demolition detection of single microwave photon by superconducting qubit array Open

Patrick Navez, A. G. Balanov, Sergey Savel’ev, A. M. Zagoskin · 2023

By consistently applying the formalism of quantum electrodynamics, we developed a comprehensive theoretical framework describing the interaction of single microwave photons with an array of superconducting transmon qubits in a waveguide ca…

Emergence and control of complex behaviors in driven systems of interacting qubits with dissipation Open

Andrey Andreev, A. G. Balanov, T. M. Fromhold, M. T. Greenaway, Alexander E. Hramov , et al. · 2021

Emergence and Control of Complex Behaviours in Driven Systems of Interacting Qubits with Dissipation Open

Andrey Andreev, A. G. Balanov, T. M. Fromhold, M. T. Greenaway, Alexander E. Hramov , et al. · 2019

Progress in the creation of large scale, artificial quantum coherent structures demands the investigation of their nonequilibrium dynamics when strong interactions, even between remote parts, are non-perturbative. Analysis of multiparticle…

Chaos and hyperchaos in driven interacting quantum systems Open

Andrey Andreev, A. G. Balanov, T. M. Fromhold, M. T. Greenaway, Alexander E. Hramov , et al. · 2019

We investigate theoretically the dynamics of one-dimensional coupled quantum systems with energy pumping and dissipation. Our study focusses on coupled Rydberg atoms driven by an external laser field and undergoing spontaneous emission. We…

Ising model – an analysis, from opinions to neuronal states Open

Vassili F. Kusmartsev, Wu Zhang, Anna Kusmartseva, A. G. Balanov, Natalia Janson , et al. · 2017

Here we have developed a mathematical model of a random\nneuron network with two types of neurons: inhibitory and excitatory. Every\nneuron was modelled as a functional cell with three states, parallel to\nhyperpolarised, neutral and depol…

Electric-field distribution in a quantum superlattice with an injecting contact: Exact solution Open

Vladimir Maksimenko, В. В. Макаров, А. А. Короновский, Alexander E. Hramov, Rimvydas Venckevičius , et al. · 2016

The text in the file to download is the original article in Russian. Russian Text © V.A. Maksimenko, V.V. Makarov, A.A. Koronovskii, A.E. Hramov, R. Venckevičius, G. Valušis, A.G. Balanov, F.V. Kusmartsev, K.N. Alekseev, 2016, published in…

Space charge dynamics in a semiconductor superlattice affected by titled magnetic field and heating Open

A. G. Balanov, А. А. Короновский, О. И. Москаленко, Anton Selskii, Alexander E. Hramov · 2016

The text of this article is in Russian, an English version is available by clicking on the publisher's link. The final publication is available at Springer via http://dx.doi.org/10.3103/S1541308X16020035

Spatial distribution of electric field in a quantum superlattice with an injecting contact: exact solution Open

Vladimir Maksimenko, В. В. Макаров, А. А. Короновский, Alexander E. Hramov, Rimvydas Venckevičius , et al. · 2016

This item is an accepted Version of this article in Russian. Title: Распределение злектрического поля в квантовой сверхрешётке с инжектирующим контактом: точное решение [Raspredelenie elektricheskogo polia v kvantovoi sverkhreshetke s inzh…

Intermittency route to chaos and broadband high-frequency generation in semiconductor superlattice coupled to external resonator Open

Alexander E. Hramov, В. В. Макаров, V. A. Maximenko, А. А. Короновский, A. G. Balanov · 2015

We investigate the onset of broadband microwave chaos in the miniband semiconductor superlattice coupled to an external resonator. Our analysis shows that the transition to chaos, which is confirmed by calculation of Lyapunov exponents, is…

Studying transitions between different regimes of current oscillations generated in a semiconductor superlattice in the presence of a tilted magnetic field at various temperatures Open

Anton Selskii, А. А. Короновский, О. И. Москаленко, Alexander E. Hramov, T. M. Fromhold , et al. · 2015

This is the accepted version of a Russian article published in the journal, Pis’ma v Zhurnal Tekhnicheskoi Fiziki. The article was also published in the journal Technical Physics Letters which is an English translation of the journal Pis’m…

The effect of collector doping on the high-frequency generation in strongly coupled semiconductor superlattice Open

Vladimir Maksimenko, В. В. Макаров, А. А. Короновский, K. N. Alekseev, A. G. Balanov , et al. · 2015

This letter focuses on the analysis of the spatio-temporal dynamics of charge domains in strongly coupled semiconductor superlattices with the Ohmic emitter and collector contacts. Our numerical simulations, based on the semiclassical appr…

Влияние межминизонного туннелирования на генерацию тока в полупроводниковой сверхрешетке Open

Anton Selskii, А. А. Короновский, О. И. Москаленко, Alexander E. Hramov, T.M. Fromhold , et al. · 2015

This is the accepted version of a Russian article published in the journal, Zhurnal Tekhnicheskoi Fiziki. \nThe article was also published in the journal Technical Physics which is an English translation of the journal Zhurnal Tekhnichesko…

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