Soliton-like Waves on dissipative Toda Lattices. - Valeri A. Makarov; Werner Ebeling; Manuel G. Velarde (Int. J. Bifurc. Chaos, 2000)

Phase resetting, Clusters, and Waves in a Lattice of Coupled oscillatory Units. - Valeri A. Makarov; Vladimir I. Nekorkin; Manuel G. Velarde (Int. J. Bifurc. Chaos, 2001)

Coherent Motions and Clusters in a dissipative Morse Ring Chain. - Jörn Dunkel; Werner Ebeling; Udo Erdmann; Valeri A. Makarov (Int. J. Bifurc. Chaos, 2002)

Clustering behavior in a three-layer system mimicking olivo-cerebellar dynamics. - Manuel G. Velarde; Vladimir I. Nekorkin; Valeri A. Makarov; Vladimir I. Makarenko; Rodolfo R. Llinás (Neural Networks, 2004)

Separation of Extracellular Spikes: When Wavelet Based Methods Outperform the Principle Component Analysis. - Alexey N. Pavlov; Valeri A. Makarov; Ioulia Makarova; Fivos Panetsos (IWINAC (1), 2005)

Application of wavelet-based tools to study the dynamics of biological processes. - Alexey N. Pavlov; Valeri A. Makarov; Erik Mosekilde; Olga V. Sosnovtseva (Briefings Bioinform., 2006)

Sorting of neural spikes: When wavelet based methods outperform principal component analysis. - Alexey N. Pavlov; Valeri A. Makarov; Ioulia Makarova; Fivos Panetsos (Nat. Comput., 2007)

Elements for a general memory structure: properties of recurrent neural networks used to form situation models. - Valeri A. Makarov; Yongli Song; Manuel G. Velarde; David Hübner; Holk Cruse (Biol. Cybern., 2008)

Mathematical Approach to Sensory Motor Control and Memory. - Manuel G. Velarde; Valeri A. Makarov; N. P. Castellanos; Y. L. Song; Davide Lombardo (Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots, 2009)

Stability switches, oscillatory multistability, and spatio-temporal patterns of nonlinear oscillations in recurrently delay coupled neural networks. - Yongli Song; Valeri A. Makarov; Manuel G. Velarde (Biol. Cybern., 2009)

Compact internal representation of dynamic situations: neural network implementing the causality principle. - José Antonio Villacorta-Atienza; Manuel G. Velarde; Valeri A. Makarov (Biol. Cybern., 2010)

Stability of Neural Firing in the Trigeminal Nuclei under Mechanical Whisker Stimulation. - Valeri A. Makarov; Alexey N. Pavlov; Anatoly N. Tupitsyn; Fivos Panetsos; Angel Moreno (Comput. Intell. Neurosci., 2010)

Disentanglement of local field potential sources by independent component analysis. - Valeri A. Makarov; Ioulia Makarova; Oscar Herreras (J. Comput. Neurosci., 2010)

Neural Network Architecture for Cognitive Navigation in Dynamic Environments. - José Antonio Villacorta-Atienza; Valeri A. Makarov (IEEE Trans. Neural Networks Learn. Syst., 2013)

Compact Internal Representation of Dynamic Environments: Simple Memory Structures for Complex Situations. - José Antonio Villacorta-Atienza; Manuel G. Velarde; Valeri A. Makarov (Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots II, 2014)

Roving Robots Gain from an Orientation Algorithm of Fruit Flies and Predict a Fly Decision-Making Algorithm. - Roland Strauss; Stefanie Flethe; José Antonio Villacorta-Atienza; Valeri A. Makarov; Manuel G. Velarde; Luca Patané; Paolo Arena (Living Machines, 2014)

Prediction-for-CompAction: navigation in social environments using generalized cognitive maps. - José Antonio Villacorta-Atienza; Carlos Calvo; Valeri A. Makarov (Biol. Cybern., 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)

Waves in isotropic Totalistic Cellular Automata: Application to Real-Time robot Navigation. - Carlos Calvo; José Antonio Villacorta-Atienza; V. I. Mironov; Víctor Gallego; Valeri A. Makarov (Adv. Complex Syst., 2016)

Holistic Model of Cognitive Limbs for Dynamic Situations. - Carlos Calvo; Innokentiy Kastalskiy; José Antonio Villacorta-Atienza; Maxim Khoruzhko; Valeri A. Makarov (NEUROTECHNIX, 2017)

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

Cognitive Neural Network Driving DoF-Scalable Limbs in Time-Evolving Situations. - Carlos Calvo Tapia; José Antonio Villacorta-Atienza; Innokentiy Kastalskiy; Sergio Diez-Hermano; Abel Sanchez-Jimenez; Valeri A. Makarov (IJCNN, 2018)

The unreasonable effectiveness of small neural ensembles in high-dimensional brain. - Alexander N. Gorban; Valeri A. Makarov; Ivan Yu. Tyukin (CoRR, 2018)

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

Symphony of high-dimensional brain. - Alexander N. Gorban; Valeri A. Makarov; Ivan Yu. Tyukin (CoRR, 2019)

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

Basic principles drive self-organization of brain-like connectivity structure. - Carlos Calvo Tapia; Valeri A. Makarov; Cees van Leeuwen (Commun. Nonlinear Sci. Numer. Simul., 2020)

High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. - Alexander N. Gorban; Valery A. Makarov; Ivan Yu. Tyukin (Entropy, 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)

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)

Agile gesture recognition for capacitive sensing devices: adapting on-the-job. - Ying Liu; Liucheng Guo; Valeri A. Makarov; Yuxiang Huang; Alexander N. Gorban; Evgeny M. Mirkes; Ivan Yu. Tyukin (IJCNN, 2023)

Neuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data. - Qinghua Zhou; Oliver J. Sutton; Yudong Zhang 001; Alexander N. Gorban; Valeri A. Makarov; Ivan Yu. Tyukin (IJCNN, 2023)

Agile gesture recognition for low-power applications: customisation for generalisation. - Ying Liu; Liucheng Guo; Valeri A. Makarov; Alexander Gorbana; Evgeny Mirkesa; Ivan Yu. Tyukin (CoRR, 2024)