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ORCIDValeri A. Makarov
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- affiliation: Universidad Complutense de Madrid, Spain
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2020 – today
- 2024
[i5]Ying Liu, Liucheng Guo, Valeri A. Makarov, Alexander Gorbana, Evgeny Mirkesa, Ivan Yu. Tyukin:
Agile gesture recognition for low-power applications: customisation for generalisation. CoRR abs/2403.15421 (2024)- 2023
- [c8]Ying Liu
, Liucheng Guo, Valeri A. Makarov, Yuxiang Huang, Alexander N. Gorban, Evgeny M. Mirkes, Ivan Yu. Tyukin:
Agile gesture recognition for capacitive sensing devices: adapting on-the-job. IJCNN 2023: 1-8 - [c7]Qinghua Zhou, Oliver J. Sutton, Yudong Zhang, Alexander N. Gorban, Valeri A. Makarov, Ivan Yu. Tyukin:
Neuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data. IJCNN 2023: 1-8 - [i4]Ying Liu, Liucheng Guo, Valeri A. Makarov, Yuxiang Huang, Alexander N. Gorban, Evgeny M. Mirkes, Ivan Yu. Tyukin:
Agile gesture recognition for capacitive sensing devices: adapting on-the-job. CoRR abs/2305.07624 (2023) - 2022
- [j20]Valeri A. Makarov, Sergey A. Lobov, Sergey Shchanikov, Alexey N. Mikhaylov, Viktor B. Kazantsev:
Toward Reflective Spiking Neural Networks Exploiting Memristive Devices. Frontiers Comput. Neurosci. 16 (2022) - 2021
- [j19]Sergey A. Lobov, Alexey I. Zharinov, Valeri A. Makarov, Victor B. Kazantsev:
Spatial Memory in a Spiking Neural Network with Robot Embodiment. Sensors 21(8): 2678 (2021) - 2020
- [j18]Carlos Calvo Tapia, Valeri A. Makarov, Cees van Leeuwen:
Basic principles drive self-organization of brain-like connectivity structure. Commun. Nonlinear Sci. Numer. Simul. 82: 105065 (2020) - [j17]Alexander N. Gorban, Valery A. Makarov, Ivan Yu. Tyukin:
High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. Entropy 22(1): 82 (2020) - [j16]Carlos Calvo Tapia, José Antonio Villacorta-Atienza, Sergio Diez-Hermano, Maxim Khoruzhko, Sergey Lobov, Ivan Potapov, Abel Sanchez-Jimenez, Valeri A. Makarov:
Semantic Knowledge Representation for Strategic Interactions in Dynamic Situations. Frontiers Neurorobotics 14: 4 (2020) - [i3]Alexander N. Gorban, Valery A. Makarov, Ivan Yu. Tyukin:
High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. CoRR abs/2001.04959 (2020)
2010 – 2019
- 2019
- [d1]Nadia Krilova, Innokentiy Kastalskiy, Viktor B. Kazantsev, Valeri A. Makarov, Sergey Lobov:
EMG data for gestures. UCI Machine Learning Repository, 2019
- [i2]Alexander N. Gorban, Valeri A. Makarov, Ivan Yu. Tyukin:
Symphony of high-dimensional brain. CoRR abs/1906.12222 (2019) - 2018
- [j15]Sergey Lobov, Nadia Krilova, Innokentiy Kastalskiy, Victor B. Kazantsev, Valeri A. Makarov:
Latent Factors Limiting the Performance of sEMG-Interfaces. Sensors 18(4): 1122 (2018) - [c6]Carlos Calvo Tapia, José Antonio Villacorta-Atienza, Innokentiy Kastalskiy, Sergio Diez-Hermano, Abel Sanchez-Jimenez, Valeri A. Makarov:
Cognitive Neural Network Driving DoF-Scalable Limbs in Time-Evolving Situations. IJCNN 2018: 1-7 - [i1]Alexander N. Gorban, Valeri A. Makarov, Ivan Yu. Tyukin:
The unreasonable effectiveness of small neural ensembles in high-dimensional brain. CoRR abs/1809.07656 (2018) - 2017
- [c5]Sergey Lobov, Ksenia Balashova, Valeri A. Makarov, Victor B. Kazantsev:
Competition of Spike-Conducting Pathways in STDP Driven Neural Networks. NEUROTECHNIX 2017: 15-21 - [c4]Carlos Calvo, Innokentiy Kastalskiy, José Antonio Villacorta-Atienza, Maxim Khoruzhko, Valeri A. Makarov:
Holistic Model of Cognitive Limbs for Dynamic Situations. NEUROTECHNIX 2017: 60-67 - 2016
- [j14]Carlos Calvo, José Antonio Villacorta-Atienza, V. I. Mironov, Víctor Gallego, Valeri A. Makarov:
Waves in isotropic Totalistic Cellular Automata: Application to Real-Time robot Navigation. Adv. Complex Syst. 19(4-5): 1650012:1-1650012:18 (2016) - [c3]Sergey Lobov, Nadia Krilova, Innokentiy Kastalskiy, Victor B. Kazantsev, Valeri A. Makarov:
A Human-Computer Interface based on Electromyography Command-Proportional Control. NEUROTECHNIX 2016: 57-64 - 2015
- [j13]José Antonio Villacorta-Atienza, Carlos Calvo, Valeri A. Makarov:
Prediction-for-CompAction: navigation in social environments using generalized cognitive maps. Biol. Cybern. 109(3): 307-320 (2015) - 2014
- [c2]Roland Strauss, Stefanie Flethe, José Antonio Villacorta-Atienza, Valeri A. Makarov, Manuel G. Velarde, Luca Patané, Paolo Arena:
Roving Robots Gain from an Orientation Algorithm of Fruit Flies and Predict a Fly Decision-Making Algorithm. Living Machines 2014: 433-435 - [p2]José Antonio Villacorta-Atienza, Manuel G. Velarde, Valeri A. Makarov:
Compact Internal Representation of Dynamic Environments: Simple Memory Structures for Complex Situations. Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots II 2014: 83-100 - 2013
- [j12]José Antonio Villacorta-Atienza, Valeri A. Makarov:
Neural Network Architecture for Cognitive Navigation in Dynamic Environments. IEEE Trans. Neural Networks Learn. Syst. 24(12): 2075-2087 (2013) - 2010
- [j11]José Antonio Villacorta-Atienza, Manuel G. Velarde, Valeri A. Makarov:
Compact internal representation of dynamic situations: neural network implementing the causality principle. Biol. Cybern. 103(4): 285-297 (2010) - [j10]Valeri A. Makarov, Alexey N. Pavlov, Anatoly N. Tupitsyn, Fivos Panetsos, Angel Moreno:
Stability of Neural Firing in the Trigeminal Nuclei under Mechanical Whisker Stimulation. Comput. Intell. Neurosci. 2010: 340541:1-340541:10 (2010) - [j9]Valeri A. Makarov, Ioulia Makarova, Oscar Herreras:
Disentanglement of local field potential sources by independent component analysis. J. Comput. Neurosci. 29(3): 445-457 (2010)
2000 – 2009
- 2009
- [j8]Yongli Song, Valeri A. Makarov, Manuel G. Velarde:
Stability switches, oscillatory multistability, and spatio-temporal patterns of nonlinear oscillations in recurrently delay coupled neural networks. Biol. Cybern. 101(2): 147-167 (2009) - [p1]Manuel G. Velarde, Valeri A. Makarov, N. P. Castellanos, Y. L. Song, Davide Lombardo:
Mathematical Approach to Sensory Motor Control and Memory. Spatial Temporal Patterns for Action-Oriented Perception in Roving Robots 2009: 219-268 - 2008
- [j7]Valeri A. Makarov, Yongli Song, Manuel G. Velarde, David Hübner, Holk Cruse:
Elements for a general memory structure: properties of recurrent neural networks used to form situation models. Biol. Cybern. 98(5): 371-395 (2008) - 2007
- [j6]Alexey N. Pavlov, Valeri A. Makarov, Ioulia Makarova, Fivos Panetsos:
Sorting of neural spikes: When wavelet based methods outperform principal component analysis. Nat. Comput. 6(3): 269-281 (2007) - 2006
- [j5]Alexey N. Pavlov, Valeri A. Makarov, Erik Mosekilde, Olga V. Sosnovtseva:
Application of wavelet-based tools to study the dynamics of biological processes. Briefings Bioinform. 7(4): 375-389 (2006) - 2005
- [c1]Alexey N. Pavlov, Valeri A. Makarov, Ioulia Makarova, Fivos Panetsos:
Separation of Extracellular Spikes: When Wavelet Based Methods Outperform the Principle Component Analysis. IWINAC (1) 2005: 123-132 - 2004
- [j4]Manuel G. Velarde, Vladimir I. Nekorkin, Valeri A. Makarov, Vladimir I. Makarenko, Rodolfo R. Llinás:
Clustering behavior in a three-layer system mimicking olivo-cerebellar dynamics. Neural Networks 17(2): 191-203 (2004) - 2002
- [j3]Jörn Dunkel, Werner Ebeling, Udo Erdmann, Valeri A. Makarov:
Coherent Motions and Clusters in a dissipative Morse Ring Chain. Int. J. Bifurc. Chaos 12(11): 2359-2377 (2002) - 2001
- [j2]Valeri A. Makarov, Vladimir I. Nekorkin, Manuel G. Velarde:
Phase resetting, Clusters, and Waves in a Lattice of Coupled oscillatory Units. Int. J. Bifurc. Chaos 11(1): 109-122 (2001) - 2000
- [j1]Valeri A. Makarov, Werner Ebeling, Manuel G. Velarde:
Soliton-like Waves on dissipative Toda Lattices. Int. J. Bifurc. Chaos 10(5): 1075-1090 (2000)
Coauthor Index
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