Neurohybrid memristive CMOS-integrated systems for biosensors and neuroprosthetics A Mikhaylov, A Pimashkin, Y Pigareva, S Gerasimova, E Gryaznov, ... Frontiers in neuroscience 14, 358, 2020 | 191 | 2020 |
Noise-assisted persistence and recovery of memory state in a memristive spiking neuromorphic network IA Surazhevsky, VA Demin, AI Ilyasov, AV Emelyanov, KE Nikiruy, ... Chaos, solitons & fractals 146, 110890, 2021 | 142 | 2021 |
Designing a bidirectional, adaptive neural interface incorporating machine learning capabilities and memristor-enhanced hardware S Shchanikov, A Zuev, I Bordanov, S Danilin, V Lukoyanov, D Korolev, ... Chaos, solitons & fractals 142, 110504, 2021 | 81 | 2021 |
The research of memristor-based neural network components operation accuracy in control and communication systems SN Danilin, SA Shchanikov, AI Galushkin 2015 International Siberian Conference on Control and Communications (SIBCON …, 2015 | 60 | 2015 |
Toward reflective spiking neural networks exploiting memristive devices VA Makarov, SA Lobov, S Shchanikov, A Mikhaylov, VB Kazantsev Frontiers in Computational Neuroscience 16, 859874, 2022 | 43 | 2022 |
Determining operation tolerances of memristor-based artificial neural networks SN Danilin, SA Shchanikov, SV Panteleev 2016 International Conference on Engineering and Telecommunication (EnT), 34-38, 2016 | 32 | 2016 |
Neural network control over operation accuracy of memristor-based hardware SN Danilin, SA Shchanikov 2015 International conference on mechanical engineering, automation and …, 2015 | 32 | 2015 |
Design of artificial neural networks with a specified quality of functioning SN Danilin, VV Makarov, SA Shchanikov 2014 International Conference on Engineering and Telecommunication, 67-71, 2014 | 28 | 2014 |
Determining the fault tolerance of memristorsbased neural network using simulation and design of experiments SN Danilin, SA Shchanikov, AE Sakulin, IA Bordanov 2018 Engineering and telecommunication (EnT-MIPT), 205-209, 2018 | 24 | 2018 |
Numerical simulation of neural network components of controlling and measuring systems SN Danilin, MV Makarov, SA Shchanikov Applied Mechanics and Materials 756, 507-512, 2015 | 19 | 2015 |
Neuromorphic computing based on CMOS-integrated memristive arrays: current state and perspectives AN Mikhaylov, EG Gryaznov, MN Koryazhkina, IA Bordanov, ... Supercomputing Frontiers and Innovations 10 (2), 77-103, 2023 | 16 | 2023 |
Fault tolerance of memristor-based perceptron network for neural interface S Shchanikov, I Bordanov, A Zuev, S Danilin, D Korolev, A Belov, ... BioNanoScience 11, 84-90, 2021 | 15 | 2021 |
Development of a Neuronetwork Component for Technical Systems of Mechanical Engineering SN Danilin, MV Makarov, SA Shchanikov Applied Mechanics and Materials 756, 689-694, 2015 | 14 | 2015 |
Infocommunication systems parameter monitoring by means of artificial neural network devices SN Danilin, MV Makarov, SA Shchanikov 2014 24th International Crimean Conference Microwave & Telecommunication …, 2014 | 14 | 2014 |
The research of operation accuracy of a memristor-based artificial neural network with an input signal containing noise and pulse interference SN Danilin, SA Shchanikov 2016 Dynamics of Systems, Mechanisms and Machines (Dynamics), 1-5, 2016 | 10 | 2016 |
The method of tolerance increasing to internal and external noises for neural network devices SN Danilin, MV Makarov, SA Shchanikov 2014 24th International Crimean Conference Microwave & Telecommunication …, 2014 | 10 | 2014 |
Methodology for hardware-in-the-loop simulation of memristive neuromorphic systems SA Shchanikov Nanobiotechnology Reports 16 (6), 782-789, 2021 | 9 | 2021 |
The research of fault tolerance of memristor-based artificial neural networks SN Danilin, SA Shchanikov, AD Zuev, IA Bordanov, AE Sakulin 2019 12th International Conference on Developments in eSystems Engineering …, 2019 | 9 | 2019 |
Using simulation to define the tolerances for the information and physical parameters of memristors-based artificial neural networks SN Danilin, SA Shchanikov, IA Bordanov, AD Zuev Journal of physics: conference series 1333 (6), 062026, 2019 | 9 | 2019 |
Algorithm for determining optimum operation tolerances of memristor-based artificial neural networks SN Danilin, SA Shchanikov, AE Sakulin 2017 IVth International Conference on Engineering and Telecommunication (EnT …, 2017 | 9 | 2017 |