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Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network
Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Ivan Y. Tyukin, Victor B. Kazantsev, Alexey Zaikin and Alexander N. Gorban IEEE Transactions on Neural Networks and Learning Systems 36(1) 881 (2025) https://doi.org/10.1109/TNNLS.2023.3335450
Neuronal traveling waves form preferred pathways using synaptic plasticity
Spatial Computing in Modular Spiking Neural Networks with a Robotic Embodiment
Sergey A. Lobov, Alexey N. Mikhaylov, Ekaterina S. Berdnikova, Valeri A. Makarov and Victor B. Kazantsev Mathematics 11(1) 234 (2023) https://doi.org/10.3390/math11010234
Valeri A. Makarov, Sergey A. Lobov, Sergey Shchanikov, Alexey Mikhaylov and Viktor B. Kazantsev Frontiers in Computational Neuroscience 16 (2022) https://doi.org/10.3389/fncom.2022.859874
Alexey I. Zharinov, Dmitry P. Kurganov, Ivan A. Potapov, Maxim A. Khoruzhko, Victor B. Kazantsev and Sergey A. Lobov 219 (2022) https://doi.org/10.1109/CNN56452.2022.9912568
Spatial Memory in a Spiking Neural Network with Robot Embodiment
Sergey A. Lobov, Alexey I. Zharinov, Valeri A. Makarov and Victor B. Kazantsev Sensors 21(8) 2678 (2021) https://doi.org/10.3390/s21082678
Sergey Lobov, Alexey Zharinov, Olga Semenova, Victor Kazantsev and Dmitry E. Postnov 38 (2021) https://doi.org/10.1117/12.2591812
Universal principles justify the existence of concept cells
Spatial Properties of STDP in a Self-Learning Spiking Neural Network Enable Controlling a Mobile Robot
Sergey A. Lobov, Alexey N. Mikhaylov, Maxim Shamshin, Valeri A. Makarov and Victor B. Kazantsev Frontiers in Neuroscience 14 (2020) https://doi.org/10.3389/fnins.2020.00088
Synchronization in a Network of Spiking Neural Oscillators with Plastic Connectivity
M. V. Bazhanova, N. P. Krylova, V. B. Kazantsev, A. E. Khramov and S. A. Lobov Radiophysics and Quantum Electronics 63(4) 298 (2020) https://doi.org/10.1007/s11141-021-10054-2
Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier
Sergey A. Lobov, Andrey V. Chernyshov, Nadia P. Krilova, Maxim O. Shamshin and Victor B. Kazantsev Sensors 20(2) 500 (2020) https://doi.org/10.3390/s20020500
Basic principles drive self-organization of brain-like connectivity structure
High-Dimensional Brain: A Tool for Encoding and Rapid Learning of Memories by Single Neurons
Ivan Tyukin, Alexander N. Gorban, Carlos Calvo, Julia Makarova and Valeri A. Makarov Bulletin of Mathematical Biology 81(11) 4856 (2019) https://doi.org/10.1007/s11538-018-0415-5
Generalized Memory of STDP-Driven Spiking Neural Network
One-Board Design and Simulation of Double-Layer Perceptron Based on Metal-Oxide Memristive Nanostructures
Alexey N. Mikhaylov, Yana I. Pigareva, Alexey S. Pimashkin, et al. IEEE Transactions on Emerging Topics in Computational Intelligence 2(5) 371 (2018) https://doi.org/10.1109/TETCI.2018.2829922
Complex Dynamics, Synchronization, and Emergent Behaviour in Neural Systems and Networks