Publications

Home Monitoring System for Comprehensive Geriatric Assessment in Patient's Dwelling: System Design and UX Evaluation

• Elena Villalba-Mora, Xavier Ferre, Rodrigo Pérez-Rodríguez, Cristian Moral, Myriam Valdés-Aragonés, Alberto Sánchez-Sánchez, Leocadio Rodríguez-Mañas.
• Frontiers in Digital Health 3, 40.
• https://doi.org/10.3389/fdgth.2021.659940

Unobtrusive Sensors for the Assessment of Older Adult’s Frailty: A Scoping Review

• Antonio Cobo, Elena Villalba-Mora, Rodrigo Pérez-Rodríguez, Xavier Ferre, Leocadio Rodríguez-Mañas.
• Sensors 2021.
• https://doi.org/10.3390/s21092983

Event-Related Coherence in Visual Cortex and Brain Noise: An MEG Study

• P. Chholak, S.A. Kurkin, A.E. Hramov, A.N. Pisarchik
• Applied Sciences 11 (1) (2021) 375.
• https://doi.org/10.3390/app11010375

Voluntary and involuntary attention in bistable visual perception: A MEG study

• P. Chholak, V.A. Maksimenko, A.A. Andreev, A.E. Hramov, A.N. Pisarchik
• Frontiers in Human Neuroscience 14, 555 (2020)
• doi.org/10.3389/fnhum.2020.597895

Stochastic transitions between in-phase and anti-phase synchronization in coupled map-based neural oscillators, Communications in Nonlinear Science and Numerical Simulation

• I.A. Bashkirtseva, L.B. Ryashko, A.N. Pisarchik
• Available online 11 November 2020, 105611Available online 11 November 2020, 105611
• doi.org/10.1016/j.cnsns.2020.105611

Generation of giant periodic pulses in the array of erbium-doped fiber lasers by controlling multistability

• R. Jaimes-Reátegui, J.O. Esqueda de la Torre, J.H. García-López, G. Huerta-Cuellar, V. Aboites, A. N. Pisarchik
• Optics Communications 477, 126355 (2020)
• doi.org/10.1016/j.optcom.2020.126355

Functional networks of the brain: from connectivity restoration to dynamic integration

• A.A. Koronovskii, O.I. Moskalenko, Anatolii A. Pivovarov, Vladislav A. Khanadeev, A.E. Hramov, A.N. Pisarchik
• Phys. Rev. E 102(1), 012205 (2020)
• doi.org/10.1103/PhysRevE.102.012205

Jump intermittency as a second type transition to and from generalized synchronization

• A.E. Hramov, N.S. Frolov, V.A. Maksimenko, S.A. Kurkin, V.B. Kazantsev, A.N. Pisarchik
• Phys. Usp., No. 8 (2020)
• doi.org/10.3367/UFNe.2020.06.038807

Dissociating cognitive processes during ambiguous information processing in perceptual-decision making

• V.A. Maksimenko, Alexander Kuc, N.S. Frolov, M.V. Khramova, A.N. Pisarchik, A.E. Hramov
• Frontiers in Behavioral Neuroscience 14, 95 (2020)
• doi.org/10.3389/fnbeh.2020.00095

An advanced perception model based on brain noise and adaptation

• P. Chholak, A.E. Hramov, A.N. Pisarchik
• Nonlinear Dynamics 100, 3695-3709 (2020)
• doi.org/10.1007/s11071-020-05741-0

Stimulus classification using chimera-like states in a spiking neural network

• A.A. Andreev, M.V. Ivanchenko, A.N. Pisarchik, A.E. Hramov
• Chaos, Solitons & Fractals 139, 110061 (2020)
• doi.org/10.1016/j.chaos.2020.110061

Ring of map-based neural oscillators: From order to chaos and back

• I.A. Bashkirtseva, L.B. Ryashko, A.N. Pisarchik
• Chaos, Solitons & Fractals 136, 109830 (2020)
• doi.org/10.1016/j.chaos.2020.109830

Functional near-infrared spectroscopy for the classification of motor-related sensor-level brain activity

• A.E. Hramov, V.V. Grubov, A.A. Badarin, V.A. Maksimenko, A.N. Pisarchik
• Sensors 20(8), 2362 (2020)
• doi.org/10.3390/s20082362

Stochastic phenomena in pattern formation for distributed nonlinear systems

• A.P. Kolinichenko, A.N. Pisarchik, L.B. Ryashko
• Phil. Trans. R. Soc. A 378(2), 20190252 (2020)
• doi.org/10.1098/rsta.2019.0252

A Systematic Mapping Study on the Use of Motivational Theories in the Design of Motivational Software

• Daniel Fernández-Avilés, Angelica De Antonio, Elena Villalba-Mora.
• IEEE Access
• doi.org/10.1109/ACCESS.2020.3018258

Older Adult Segmentation According to Residentially-Based Lifestyles and Analysis of their Needs for Smart Home Functions

• Jiyeon Yu, Angélica de Antonio, Elena Villalba Mora.
• International Journal of Environmental Research and Public Health.
• doi.org/10.3390/ijerph17228492

Automatic and Real-Time Computation of the 30-Seconds Chair-Stand Test without Professional Supervision for Community-Dwelling Older Adults

• Antonio Cobo, Elena Villalba-Mora, Rodrigo Pérez Rodríguez, Xavier Ferre, Walter Escalante, Cristian Moral, Leocadio Rodriguez Mañas.
• Sensors 2020
• doi.org/10.3390/s20205813

Monitoring and Intervention Technologies to Manage Diabetic Older Persons: The CAPACITY Case—A Pilot Study

• Rodrigo Pérez-Rodríguez, Tania Guevara-Guevara, Pedro A. Moreno-Sánchez, Elena Villalba-Mora, Myriam Valdés-Aragonés, Myriam Oviedo-Briones, José A. Carnicero and Leocadio Rodríguez-Mañas.
• Frontiers in Endocrinology, 2020.
• www.frontiersin.org

Portable Ultrasound-Based Device for Detecting Older Adults’ Sit-to-Stand Transitions in Unsupervised 30-Second Chair–Stand Tests

• Antonio Cobo, Elena Villalba-Mora, Dieter Hayn, Xavier Ferre, Rodrigo Pérez-Rodríguez, Alberto Sánchez-Sánchez, Raquel Bernabé-Espiga, Juan-Luis Sánchez-Sánchez, Andrea López-Diez-Picazo, Cristian Moral, Leocadio Rodriguez-Mañas
• Sensors 2020, 20(7)
• https://doi.org/10.3390/s20071975

Coherent resonance in the distributed cortical network during sensory information

• A.N. Pisarchik, V.A. Maksimenko, A.V. Andreev, V.V. Makarov, M.O. Zhuravlev, N.S. Frolov, A.E. Runnova, A.E. Hramov
• Scientific Reports 9 (2019) 18325
• doi.org/10.1038/s41598-019-54577-1

Nonlinear effect of biological feedback on brain attentional state

• V.A. Maksimenko, A.E. Hramov, V.V. Grubov, V.O. Nedaivozov, V.V. Makarov, A.N. Pisarchik
• Nonlinear Dynamics 95, 1923–1939 (2019)
• doi.org/10.1007/s11071-018-4668-1

From novel technology to novel applications: Comment on “An integrated brain-machine interface platform with thousands of channels” by Elon Musk & Neuralink

• A.N. Pisarchik, V.A. Maksimenko, A.E. Hramov
• Journal of Medical Internet Research 21(10), e16356 (2019)
• doi.org/10.2196/16356

Neural interactions in a spatially-distributed cortical network during attentional tasks

• V.A. Maksimenko, N.S. Frolov, A.E. Hramov, A.E. Runnova, V.V. Grubov, J. Kurths, A.N. Pisarchik
• Frontiers in Behavioral Neuroscience 13, art. no. 220 (September 2019), pp. 1-17
• doi.org/10.3389/fnbeh.2019.00220

Percept-related EEG classification using machine learning approach and features of functional brain connectivity

• A.E. Hramov, V.A. Maksimenko, A.A. Koronovskii, A.E. Runnova, M.O. Zhuravlev, A.N. Pisarchik, J. Kurths
• Chaos 29, 093110 (2019)
• doi.org/10.1063/1.5113844

Chimera state in complex networks of bistable Hodgkin-Huxley neurons

• A.V. Andreev, N.S. Frolov, A.N. Pisarchik, A.E. Hramov
• Phys. Rev. E 100, 022224 (2019)
• doi.org/10.1103/PhysRevE.100.022224

Visual and kinesthetic modes affect motor imagery classification in untrained subjects

• P. Chholak, G. Niso, V.A. Maksimenko, S.A. Kurkin, N.S. Frolov, E.N. Pitsik, A.E. Hramov, A.N. Pisarchik
• Scientific Reports 9, 9838 (2019). Published 8 July 2019
• doi.org/10.1038/s41598-019-46310-9

Statistical properties and predictability of extreme epileptic events

• N.S. Frolov, V.V. Grubov, V.A. Maksimenko, A.N. Pavlov, E. Sitnikova, A.N. Pisarchik, J. Kurths, A.E. Hramov
• Scientific Reports 9, 7243 (2019)
• doi.org/10.1038/s41598-019-43619-3

Brain noise estimation from MEG response to flickering visual stimulation

• A.N. Pisarchik, P. Chholak, A.E. Hramov
• Chaos, Solitons & Fractals X 1, 100005 (2019)
• doi.org/10.1016/j.csfx.2019.100005

Noise-induced quasiperiodicity in a ring of unidirectionally-coupled nonidentical maps

• A.N. Pisarchik, I.A. Bashkirtseva, L.B. Ryashko
• Phys. Lett. A 383, 1571-1577 (2019)
• doi.org/10.1016/j.physleta.2019.02.029

Nonlinear effect of biological feedback on brain attentional state

• Maksimenko, V. A., Hramov, A. E., Grubov, V. V., Nedaivozov, V. O., Makarov, V. V., & Pisarchik, A. N.
• Nonlinear Dynamics, 95(3), 1923-1939
• https://link.springer.com/article/10.1007%2Fs11071-018-4668-1

Coherence resonance in stimulated neuronal network

• Andreev, A.V., Makarov, V.V., Runnova A.E., Pisarchik, A.N., Hramov, A.E.
• Chaos, Solitions & Fractals, 106, 80-95
• https://www.sciencedirect.com/science/article/abs/pii/S0960077917304721

Conduction delays can enhance formation of up and down states in spiking neuronal networks

• Esir, P. M., Gordleeva, S. Y., Simonov, A. Y., Pisarchik, A. N., & Kazantsev, V. B.
• Physical Review E, 98(5), 052401
• https://journals.aps.org/pre/abstract/10.1103/PhysRevE.98.052401

Multistability and tipping: Fron mathematics and physics to climate and brain

• Feudel, U., Pisarchik, A.N., Showalter, K.
• Chaos, 28
• https://pubmed.ncbi.nlm.nih.gov/29604626/

Artificial network detect human uncertainty

• Hramov, A.E., Frolov, N.S., Maksimenko, V.A., Makarov, V.V., Koronovskii, A.A., Garcia-Prieto, J., Antón-Toro, L.F., Maestu, F., Pisarchik, A.N.
• Chaos, 28
• https://doi.org/10.1155/2018/9385947

Extreme events in systems with discontinuous boundaries

• Kumarasamy, S., & Pisarchik, A. N.
• Physical Review E, 98(3)
• https://journals.aps.org/pre/abstract/10.1103/PhysRevE.98.032203

Betweenness centrality in multiplex brain network during mental task evaluation

• Makarov, V. V., Zhuravlev, M. O., Runnova, A. E., Protasov, P., Maksimenko, V. A., Frolov, N. S., et al.
• Physical Review E, 98(6)
• https://journals.aps.org/pre/abstract/10.1103/PhysRevE.98.062413

Increasing human performance by sharing cognitive load using brain-to-brain interface

• Maksimenko, V. A., Hramov, A. E., Frolov, N. S., Lüttjohann, A., Nedaivozov, V. O., Grubov, V. V., et al.
• Frontiers in Neuroscience, 12, 949
• https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6315120/

Artificial neural network classification of motor-related EEG: An increase in classification accuracy by reducing signal complexity

• Maksimenko, V. A., Kurkin, S. A., Pitsik, E. N., Musatov, V. Y., Runnova, A. E., Efremova, T. Y., et al.
• Complexity, 2018
• https://www.hindawi.com/journals/complexity/2018/9385947/

Nonlinear analysis of brain activity, associated with motor action and motor imaginary in untrained subjects

• Maksimenko, V. A., Pavlov, A., Runnova, A. E., Nedaivozov, V., Grubov, V., Koronovslii, A., et al.
• Nonlinear Dynamics, 91(4), 2803-2817
• https://link.springer.com/article/10.1007%2Fs11071-018-4047-y

Multiscale neural connectivity during human sensory processing in the brain

• Maksimenko, V. A., Runnova, A. E., Frolov, N. S., Makarov, V. V., Nedaivozov, V., Koronovskii, A. A., et al.
• Physical Review E, 97(5)
• https://www.researchgate.net/publication/325170162_Multiscale_neural_connectivity_during_human_sensory_processing_in_the_brain

Human personality reflects spatio-temporal and time-frequency EEG structure

• Maksimenko, V. A., Runnova, A. E., Zhuravlev, M. O., Protasov, P., Kulanin, R., Khramova, M. V., et al.
• Plos One, 13(9)
• https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0197642

Optoelectronic system for brain neuronal network stimulation

• Mishchenko, M. A., Gerasimova, S. A., Lebedeva, A. V., Lepekhina, L. S., Pisarchik, A. N., & Kazantsev, V. B.
• Plos One, 13(6)
• https://www.semanticscholar.org/paper/Optoelectronic-system-for-brain-neuronal-network-Mishchenko-Gerasimova/f81e15a81ce8082c3522d757e2776d3bde972779

Asymmetry un electrical coupling between neurons alters multistable firing behavior

• Pisarchik, A.N., Jaimes-Reategui, R., Gracia-Vellisca, M.A.
• Chaos, 28
• https://aip.scitation.org/doi/10.1063/1.5003091

Statistical analysis of symbolic dynamics in weakly coupled chaotic oscillators

• Pisarchik, A. N., Huerta-Cuellar, G., & Kulp, C. W.
• Communications in Nonlinear Science and Numerical Simulation, 62, 134-145
• https://doi.org/10.1016/j.cnsns.2018.02.025

Home mobile system to early detect functional decline to prevent and manage frailty

• Villalba-Mora, E., Pérez-Rodríguez, R., Ferré-Grau, X., Valdés-Aragonés, M., Sánchez-Sánchez, A., Moral-Martos, C., ... & del Pozo-Guerrero, F.
• International Journal of Integrated Care, 18(s2)
• https://www.ijic.org/articles/abstract/10.5334/ijic.s2138/

Differences between blind people's cognitive maps after proximity and distant exploration of virtual environments

• Cobo, A., Guerrón, N. E., Martín, C., del Pozo, F., & Serrano, J. J.
• Computers in Human Behavior, 77, 294-308
• https://doi.org/10.1016/j.chb.2017.09.007

Gait speed measurement for elderly patients with risk of frailty

• Ferre, X., Villalba Mora, E., Caballero-Mora, M., Sanchez Sanchez, A., Aguilera, W., Garcia-Grossocordon, N., et al.
• Mobile Information Systems, 2017, 1-11
• https://doi.org/10.1155/2017/1310345

Classifying the perceptual interpretations of a bistable image using EEG and artificial neural networks. Frontiers in Neuroscience, 11, 674

• Hramov, A. E., Maksimenko, V. A., Pchelintseva, S. V., Runnova, A. E., Grubov, V. V., Musatov, V. Y., et al.
• Frontiers in Neuroscience, 11, 674
• https://www.frontiersin.org/article/10.3389/fnins.2017.00674

Visual perception affected by motivation and alertness controlled by a noninvasive brain-computer interface

• Maksimenko, V. A., Runnova, A. E., Zhuravlev, M. O., Makarov, V. V., Nedayvozov, V., Grubov, V. V., et al.
• Plos One, 12(12), e0188700
• https://doi.org/10.1371/journal.pone.0188700

Integrated Care Programme for older adults: Analysis and improvement

• Sánchez, A., Villalba-Mora, E., Peinado, I., & Rodriguez-Mañas, L.
• The journal of nutrition, health & aging, 21(8), 867-873.
• https://pubmed.ncbi.nlm.nih.gov/28972238/

Error-feedback control of multistability

• Sevilla-Escoboza, R., Huerta-Cuellar, G., Jaimes-Reátegui, R., García-López, J. H., Medel-Ruiz, C. I., Castañeda, C. E., et al.mbres
• Journal of the Franklin Institute, 354(16), 7346-7358.
• https://doi.org/10.1016/j.jfranklin.2017.08.052

Experimental evidence of deterministic coherence resonance in coupled chaotic systems with frequency mismatch

• Garcia-Vellisca, M. A., Pisarchik, A. N., & Jaimes-Reategui, R.
• Physical Review.E, 94(1-1), 012218
• https://journals.aps.org/pre/abstract/10.1103/PhysRevE.94.012218

Separation of coexisting dynamical regimes in multistate intermittency based on wavelet spectrum energies in an erbium-doped fiber laser

• Hramov, A. E., Koronovskii, A. A., Moskalenko, O. I., Zhuravlev, M. O., Jaimes-Reategui, R., & Pisarchik, A. N.
• Physical Review.E, 93(5), 052218
• https://journals.aps.org/pre/abstract/10.1103/PhysRevE.93.052218

Integrated Care Program for the very old adults

• Sánchez, A., Villalba-Mora, E., Peinado, I., & Rodriguez-Mañas, L.
• International Journal of Integrated Care, 16(6).
• https://pubmed.ncbi.nlm.nih.gov/28972238/