Myoelectric Control System of Lower Limb Exoskeleton for Re-training Motion Deficiencies. - Vasily I. Mironov; Sergey Lobov; Innokentiy Kastalskiy; Victor B. Kazantsev (ICONIP (4), 2015)

A Spiking Neural Network in sEMG Feature Extraction. - Sergey Lobov; Vasiliy Mironov; Innokentiy Kastalskiy; Victor B. Kazantsev (Sensors, 2015)

A Human-Computer Interface based on Electromyography Command-Proportional Control. - Sergey Lobov; Nadia Krilova; Innokentiy Kastalskiy; Victor B. Kazantsev; Valeri A. Makarov (NEUROTECHNIX, 2016)

Competition of Spike-Conducting Pathways in STDP Driven Neural Networks. - Sergey Lobov; Ksenia Balashova; Valeri A. Makarov; Victor B. Kazantsev (NEUROTECHNIX, 2017)

A Biofeedback Control System of the Exoskeleton Trainer for Lower Limbs Motor Function Recovery. - Vasily I. Mironov; Innokentiy Kastalskiy; Sergey Lobov; Victor B. Kazantsev (NEUROTECHNIX, 2017)

A Neuromuscular Interface for Robotic Devices Control. - Innokentiy Kastalskiy; Vasily I. Mironov; Sergey A. Lobov; Nadia Krilova; Alexey S. Pimashkin; Victor B. Kazantsev (Comput. Math. Methods Medicine, 2018)

Latent Factors Limiting the Performance of sEMG-Interfaces. - Sergey Lobov; Nadia Krilova; Innokentiy Kastalskiy; Victor B. Kazantsev; Valeri A. Makarov (Sensors, 2018)

One-Board Design and Simulation of Double-Layer Perceptron Based on Metal-Oxide Memristive Nanostructures. - Alexey N. Mikhaylov; Oleg A. Morozov; Pavel E. Ovchinnikov; Ivan N. Antonov; Alexey I. Belov; Dmitry S. Korolev; Alexander N. Sharapov; Evgeniy G. Gryaznov; Oleg N. Gorshkov; Yana I. Pigareva; Alexey S. Pimashkin; Sergey A. Lobov; et al. (IEEE Trans. Emerg. Top. Comput. Intell., 2018)

EMG data for gestures. - Nadia Krilova; Innokentiy Kastalskiy; Viktor B. Kazantsev; Valeri A. Makarov; Sergey Lobov (UCI Machine Learning Repository, 2019)

Real-Time EEG-EMG Human-Machine Interface-Based Control System for a Lower-Limb Exoskeleton. - Susan Yu Gordleeva; Sergey A. Lobov; Nikita A. Grigorev; Andrey O. Savosenkov; Maxim O. Shamshin; Maxim V. Lukoyanov; Maxim Khoruzhko; Victor B. Kazantsev (IEEE Access, 2020)

Semantic Knowledge Representation for Strategic Interactions in Dynamic Situations. - Carlos Calvo Tapia; José Antonio Villacorta-Atienza; Sergio Diez-Hermano; Maxim Khoruzhko; Sergey Lobov; Ivan Potapov; Abel Sanchez-Jimenez; Valeri A. Makarov (Frontiers Neurorobotics, 2020)

Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier. - Sergey A. Lobov; Andrey V. Chernyshov; Nadia Krilova; Maxim O. Shamshin; Victor B. Kazantsev (Sensors, 2020)

Spatial Memory in a Spiking Neural Network with Robot Embodiment. - Sergey A. Lobov; Alexey I. Zharinov; Valeri A. Makarov; Victor B. Kazantsev (Sensors, 2021)

Toward Reflective Spiking Neural Networks Exploiting Memristive Devices. - Valeri A. Makarov; Sergey A. Lobov; Sergey Shchanikov; Alexey N. Mikhaylov; Viktor B. Kazantsev (Frontiers Comput. Neurosci., 2022)