Dynamic phenomena in complex networks: basics and applications

• Grant number: 15/50122-0
• Support type: Research Projects - Thematic Grants
• Duration: December 01, 2016 - November 30, 2021
• Field of knowledge: Engineering - Electrical Engineering
• Cooperation agreement: DFG
• Principal Investigator: Elbert Einstein Nehrer Macau
• Grantee: Elbert Einstein Nehrer Macau
• Principal investigator abroad: Jurgen Kurths
• Institution abroad: Humboldt University, Germany
• Home Institution: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia, Inovações e Comunicações (Brasil). São José dos Campos , SP, Brazil
• Co-Principal Investigators: Antonio Carlos Roque da Silva Filho ; Iberê Luiz Caldas ; Jose Antonio Marengo Orsini ; Paulo Regis Caron Ruffino ; Zhao Liang
• Associated grant(s): 19/07988-8 - Characterizing the recent drought in Northeast Brazil region by complex network approaches, AV.EXT
• Associated scholarship(s): 18/06205-7 - Stochastic vulnerability on complex networks, BE.PQ; 17/18977-1 - Analysis of electrical synapses contribution in neuronal synchronization, BP.PD; 17/05831-9 - Analysis of climate indexes influence on wildfires using complex networks and data mining, BP.PD; + associated scholarships 16/23642-6 - Characterization of time-varying complex networks, BP.DR; 17/09105-0 - Suffix sorting and string similarity measures, BP.PD; 16/23698-1 - Dynamical processes in complex network based on machine learning, BP.PD; 17/04552-9 - Synchronization and control of network of chaotic oscillator with applications to the control of mobile autonomous vehicles in formation movement, BP.DR; 16/23398-8 - Synaptic plasticity in neuronal networks with time delay, BP.PD; 16/16291-2 - Characterizing time-varying networks: methods and applications, BE.PQ; 14/14229-2 - Non-linear and chaotic dynamics with spatial distribution and their characterization by using the complex network approach, BP.PD; 14/07043-0 - Analysis of turbulence and structures propagation on plasma, BP.PD - associated scholarships

Abstract

These theoretical studies will be intimately connected with the investigation of experimental and natural dynamical networks of increasing complexity starting from a few coupled lasers, via hybrid networks of neurons to the system Earth. The latter one is a special challenge for the network theory and it will be a focus of this project. A main topic will be the understanding of the functioning of the Earth's subsystems under changing conditions, especially global warming and deforestation in Amazônia. This project is a Brazilian-German international collaborative initiative that engages researches from Instituto Nacional de Pesquisas Espaciais (INPE), Humboldt University at Berlin, Potsdam Institute for Climate Impact Research (PIK) and Universidade de São Paulo (USP). A key goal of this interdisciplinary IRTG/Thematic Research Project (TRP) will beto develop a structured PhD program which would enable young researchers to work in network theory as well as across various fields of network applications. (AU)

Scientific publications

(76)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

ANGHINONI, LEANDRO; ZHAO, LIANG; JI, DONGHONG; PAN, HENG. Time series trend detection and forecasting using complex network topology analysis. NEURAL NETWORKS, v. 117, p. 295-306, SEP 2019. Web of Science Citations: 0.

LOUZA, FELIPE A.; TELLES, GUILHERME P.; GOG, SIMON; ZHAO, LIANG. Algorithms to compute the Burrows-Wheeler Similarity Distribution. THEORETICAL COMPUTER SCIENCE, v. 782, p. 145-156, AUG 23 2019. Web of Science Citations: 0.

REIS, B. M. F.; RODRIGUEZ GOMEZ, J. M.; PINTO, T. S. N.; STEKEL, T. R. C.; MAGRINI, L. A.; MENDES, O.; VIEIRA, L. E. A.; DAL LAGO, A.; CECATTO, J. R.; MACAU, E. E. N.; PALACIOS, J.; DOMINGUES, M. O. Recurrence quantification analysis with wavelet denoising and the characterization of magnetic flux emergence regions in solar photosphere. Physical Review E, v. 100, n. 1 JUL 29 2019. Web of Science Citations: 0.

LIU, YANG; KURTHS, JUERGEN. Effects of network robustness on explosive synchronization. Physical Review E, v. 100, n. 1 JUL 25 2019. Web of Science Citations: 0.

VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; BERTON, LILIAN. Evaluating link prediction by diffusion processes in dynamic networks. SCIENTIFIC REPORTS, v. 9, JUL 25 2019. Web of Science Citations: 0.

HISI, ANDREIA N. S.; MACAU, ELBERT E. N.; TIZEI, LUIZ H. G. The role of mobility in epidemic dynamics. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 526, JUL 15 2019. Web of Science Citations: 0.

RUSCHEL, STEFAN; PEREIRA, TIAGO; YANCHUK, SERHIY; YOUNG, LAI-SANG. An SIQ delay differential equations model for disease control via isolation. Journal of Mathematical Biology, v. 79, n. 1, p. 249-279, JUL 2019. Web of Science Citations: 0.

AYRES FERRAZ, MARIANA SACRINI; KIHARA, ALEXANDRE HIROAKI. Hurst entropy: A method to determine predictability in a binary series based on a fractal-related process. Physical Review E, v. 99, n. 6 JUN 14 2019. Web of Science Citations: 0.

FROLOV, NIKITA S.; GRUBOV, VADIM V.; MAKSIMENKO, VLADIMIR A.; LUETTJOHANN, ANNIKA; MAKAROV, VLADIMIR V.; PAVLOV, ALEXEY N.; SITNIKOVA, EVGENIA; PISARCHIK, ALEXANDER N.; KURTHS, JUERGEN; HRAMOV, ALEXANDER E. Statistical Properties and Predictability of Extreme Epileptic Events. SCIENTIFIC REPORTS, v. 9, MAY 10 2019. Web of Science Citations: 0.

DE OLIVEIRA, JULIANO A.; MONTERO, LEONARDO T.; DA COSTA, DIOGO R.; MENDEZ-BERMUDEZ, J. A.; MEDRANO-T, RENE O.; LEONEL, EDSON D. An investigation of the parameter space for a family of dissipative mappings. Chaos, v. 29, n. 5 MAY 2019. Web of Science Citations: 0.

LACERDA, JULIANA; FREITAS, CELSO; MACAU, ELBERT. Multistable remote synchronization in a star-like network of non-identical oscillators. Applied Mathematical Modelling, v. 69, p. 453-465, MAY 2019. Web of Science Citations: 0.

MUELLER-HANSEN, FINN; HEITZIG, JOBST; DONGES, JONATHAN F.; CARDOSO, MANOEL F.; DALLA-NORA, ELOI L.; ANDRADE, PEDRO; KURTHS, JUERGEN; THONICKE, KIRSTEN. Can Intensification of Cattle Ranching Reduce Deforestation in the Amazon? Insights From an Agent-based Social-Ecological Model. ECOLOGICAL ECONOMICS, v. 159, p. 198-211, MAY 2019. Web of Science Citations: 0.

PEREIRA, F. A. C.; SOKOLOV, I. M.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; GENTLE, K. W. Statistical properties of intermittent bursts in the Texas Helimak. Physics of Plasmas, v. 26, n. 5 MAY 2019. Web of Science Citations: 0.

PROTACHEVICZ, PAULO R.; BORGES, FERNANDO S.; LAMEU, EWANDSON L.; JI, PENG; IAROSZ, KELLY C.; KIHARA, ALEXANDRE H.; CALDAS, LBERE L.; SZEZECH JR, JOSE D.; BAPTISTE, MURILO S.; MACAU, ELBERT E. N.; ANTONOPOULOS, CHRIS G.; BATISTA, ANTONIO M.; KURTHSW, JUERGEN. Bistable Firing Pattern in a Neural Network Model. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v. 13, APR 5 2019. Web of Science Citations: 0.

KAEHNE, MALTE; RUEDIGER, STEN; KIHARA, ALEXANDRE HIROAKI; LINDNER, BENJAMIN. Gap junctions set the speed and nucleation rate of stage I retinal waves. PLOS COMPUTATIONAL BIOLOGY, v. 15, n. 4 APR 2019. Web of Science Citations: 0.

YOUNG, LAI-SANG; RUSCHEL, STEFAN; YANCHUK, SERHIY; PEREIRA, TIAGO. Consequences of delays and imperfect implementation of isolation in epidemic control. SCIENTIFIC REPORTS, v. 9, MAR 5 2019. Web of Science Citations: 0.

CIEMER, CATRIN; BOERS, NIKLAS; HIROTA, MARINA; KURTHS, JUERGEN; MUELLER-HANSEN, FINN; OLIVEIRA, RAFAEL S.; WINKELMANN, RICARDA. Higher resilience to climatic disturbances in tropical vegetation exposed to more variable rainfall. NATURE GEOSCIENCE, v. 12, n. 3, p. 174+, MAR 2019. Web of Science Citations: 1.

GONG, CHEN CHRIS; ZHENG, CHUNMING; TOENJES, RALF; PIKOYSKY, ARKADY. Repulsively coupled Kuramoto-Sakaguchi phase oscillators ensemble subject to common noise. Chaos, v. 29, n. 3 MAR 2019. Web of Science Citations: 0.

BOERS, NIKLAS; GOSWAMI, BEDARTHA; RHEINWALT, ALJOSCHA; BOOKHAGEN, BODO; HOSKINS, BRIAN; KURTHS, JUERGEN. Complex networks reveal global pattern of extreme-rainfall teleconnections. Nature, v. 566, n. 7744, p. 373+, FEB 21 2019. Web of Science Citations: 2.

CARNEIRO, MURILLO G.; CHENG, RAN; ZHAO, LIANG; JIN, YAOCHU. Particle swarm optimization for network-based data classification. NEURAL NETWORKS, v. 110, p. 243-255, FEB 2019. Web of Science Citations: 1.

AMORIM, MATEUS R.; PENA, RODRIGO F. O.; SOUZA, GEORGE M. P. R.; BONAGAMBA, LENI G. H.; ROQUE, ANTONIO C.; MACHADO, BENEDITO H. Firing properties of ventral medullary respiratory neurons in sino-aortic denervated rats. Experimental Physiology, v. 104, n. 1, p. 39-49, JAN 2019. Web of Science Citations: 0.

Aplicações da teoria da informação à neurociência. Revista Brasileira de Ensino de Física, v. 41, n. 2, p. -, 2019.

MARENGO, JOSE A.; SOUZA, JR., CARLOS A.; THONICKE, KIRSTEN; BURTON, CHANTELLE; HALLADAY, KATE; BETTS, RICHARD A.; ALVES, LINCOLN M.; SOARES, WAGNER R. Changes in Climate and Land Use Over the Amazon Region: Current and Future Variability and Trends. Frontiers in Earth Science, v. 6, DEC 21 2018. Web of Science Citations: 1.

MAKSIMENKO, VLADIMIR A.; HRAMOV, ALEXANDER E.; FROLOV, NIKITA S.; LUETTJOHANN, ANNIKA; NEDAIVOZOV, VLADIMIR O.; GRUBOV, VADIM V.; RUNNOVA, ANASTASIA E.; MAKAROV, VLADIMIR V.; KURTHS, JUERGEN; PISARCHIK, ALEXANDER N. Increasing Human Performance by Sharing Cognitive Load Using Brain-to-Brain Interface. FRONTIERS IN NEUROSCIENCE, v. 12, DEC 13 2018. Web of Science Citations: 1.

IANNELLI, FLAVIO; MARIANI, MANUEL S.; SOKOLOV, IGOR M. Influencers identification in complex networks through reaction-diffusion dynamics. Physical Review E, v. 98, n. 6 DEC 3 2018. Web of Science Citations: 2.

GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. Phase coherence between precipitation in South America and Rossby waves. SCIENCE ADVANCES, v. 4, n. 12 DEC 2018. Web of Science Citations: 0.

MUGNAINE, MICHELE; REIS, ADRIANE S.; BORGES, FERNANDO S.; BORGES, RAFAEL R.; FERRARI, FABIANO A. S.; IAROSZ, KELLY C.; CALDAS, IBERE L.; LAMEU, EWANDSON L.; VIANA, RICARDO L.; SZEZECH, JR., JOSE D.; KURTHS, JUERGEN; BATISTA, ANTONIO M. Delayed feedback control of phase synchronisation in a neuronal network model. European Physical Journal-Special Topics, v. 227, n. 10-11, p. 1151-1160, NOV 2018. Web of Science Citations: 1.

MAIA, DANIEL M. N.; MACAU, ELBERT E. N.; PEREIRA, TIAGO; YANCHUK, SERHIY. SYNCHRONIZATION IN NETWORKS WITH STRONGLY DELAYED COUPLINGS. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v. 23, n. 8, p. 3461-3482, OCT 2018. Web of Science Citations: 0.

NOETEL, J.; FREITAS, V. L. S.; MACAU, E. E. N.; SCHIMANSKY-GEIER, L. Search and return model for stochastic path integrators. Chaos, v. 28, n. 10 OCT 2018. Web of Science Citations: 2.

TINOS, RENATO; ZHAO, LIANG; CHICANO, FRANCISCO; WHITLEY, DARRELL. NK Hybrid Genetic Algorithm for Clustering. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 22, n. 5, p. 748-761, OCT 2018. Web of Science Citations: 4.

IANNELLI, FLAVIO; SOKOLOV, IGOR M.; THIEL, FELIX. Reaction-diffusion on random spatial networks with scale-free jumping rates via effective medium theory. Physical Review E, v. 98, n. 3 SEP 28 2018. Web of Science Citations: 0.

MEDEIROS, EVERTON S.; MEDRANO-T, RENE O.; CALDAS, IBERE L.; FEUDEL, ULRIKE. Boundaries of synchronization in oscillator networks. Physical Review E, v. 98, n. 3 SEP 4 2018. Web of Science Citations: 0.

FREITAS, VANDER L. S.; DE SOUSA, FABIANO LUIS; MACAU, ELBERT E. N. Reactive model for autonomous vehicles formation following a mobile reference. Applied Mathematical Modelling, v. 61, p. 167-180, SEP 2018. Web of Science Citations: 0.

LAMEU, E. L.; MACAU, E. E. N.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; BORGES, R. R.; PROTACHEVICZ, P. R.; VIANA, R. L.; BATISTA, A. M. Alterations in brain connectivity due to plasticity and synaptic delay. European Physical Journal-Special Topics, v. 227, n. 5-6, SI, p. 673-682, SEP 2018. Web of Science Citations: 1.

NOETEL, J.; FREITAS, V. L. S.; MACAU, E. E. N.; SCHIMANSKY-GEIER, L. Optimal noise in a stochastic model for local search. Physical Review E, v. 98, n. 2 AUG 27 2018. Web of Science Citations: 1.

BUILES-JARAMILLO, ALEJANDRO; RAMOS, ANTONIO M. T.; POVEDA, GERMAN. Atmosphere-Land Bridge between the Pacific and Tropical North Atlantic SST's through the Amazon River basin during the 2005 and 2010 droughts. Chaos, v. 28, n. 8 AUG 2018. Web of Science Citations: 1.

CARNEIRO, MURILLO GUIMARAES; ZHAO, LIANG. Organizational Data Classification Based on the Importance Concept of Complex Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 8, p. 3361-3373, AUG 2018. Web of Science Citations: 2.

LAMEU, E. L.; YANCHUK, S.; MACAU, E. E. N.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; PROTACHEVICZ, P. R.; BORGES, R. R.; VIANA, R. L.; SZEZECH, JR., J. D.; BATISTA, A. M.; KURTHS, J. Recurrence quantification analysis for the identification of burst phase synchronisation. Chaos, v. 28, n. 8 AUG 2018. Web of Science Citations: 2.

MARENGO, JOSE A.; ALVES, LINCOLN M.; ALVALA, REGINA C. S.; CUNHA, ANA PAULA; BRITO, SHEILA; MORAES, OSVALDO L. L. Climatic characteristics of the 2010-2016 drought in the semiarid Northeast Brazil region. Anais da Academia Brasileira de Ciências, v. 90, n. 2, 1, p. 1973-1985, AUG 2018. Web of Science Citations: 21.

PENA, RODRIGO F. O.; ZAKS, MICHAEL A.; ROQUE, ANTONIO C. Dynamics of spontaneous activity in random networks with multiple neuron subtypes and synaptic noise. Journal of Computational Neuroscience, v. 45, n. 1, p. 1-28, AUG 2018. Web of Science Citations: 0.

SANTOS, V.; SZEZECH, JR., J. D.; BATISTA, A. M.; IAROSZ, K. C.; BAPTISTA, M. S.; REN, H. P.; GREBOGI, C.; VIANA, R. L.; CALDAS, I. L.; MAISTRENKO, Y. L.; KURTHS, J. Riddling: Chimera's dilemma. Chaos, v. 28, n. 8 AUG 2018. Web of Science Citations: 2.

SIQUEIRA CUNHA, ALEXANDRA OLIMPIO; CEBALLOS, CESAR CELIS; DE DEUS, JUNIA LARA; DE OLIVEIRA PENA, RODRIGO FELIPE; CORTES DE OLIVEIRA, JOSE ANTONIO; ROQUE, ANTONIO CARLOS; GARCIA-CAIRASCO, NORBERTO; LEAO, RICARDO MAURICIO. Intrinsic and synaptic properties of hippocampal CA1 pyramidal neurons of the Wistar Audiogenic Rat (WAR) strain, a genetic model of epilepsy. SCIENTIFIC REPORTS, v. 8, JUL 10 2018. Web of Science Citations: 1.

ANTUNES, G.; SIMOES-DE-SOUZA, F. M. AMPA receptor trafficking and its role in heterosynaptic plasticity. SCIENTIFIC REPORTS, v. 8, JUL 9 2018. Web of Science Citations: 2.

PROTACHEVICZ, P. R.; BORGES, R. R.; REIS, A. S.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; LAMEU, E. L.; MACAU, E. E. N.; VIANA, R. L.; SOKOLOV, I. M.; FERRARI, F. A. S.; KURTHS, I; BATISTA, A. M.; LO, C-Y; HE, Y.; LIN, C-P. Synchronous behaviour in network model based on human cortico-cortical connections. Physiological Measurement, v. 39, n. 7 JUL 2018. Web of Science Citations: 2.

ZOU, YONG; MACAU, ELBERT E. N.; SAMPAIO, GILVAN; RAMOS, ANTONIO M. T.; KURTHS, JUERGEN. Characterizing the exceptional 2014 drought event in So Paulo by drought period length. Climate Dynamics, v. 51, n. 1-2, p. 433-442, JUL 2018. Web of Science Citations: 0.

ANTUNES, GABRIELA; FARIA DA SILVA, SAMUEL F.; SIMOES DE SOUZA, FABIO M. Mirror Neurons Modeled Through Spike-Timing-Dependent Plasticity are Affected by Channelopathies Associated with Autism Spectrum Disorder. International Journal of Neural Systems, v. 28, n. 5, SI JUN 2018. Web of Science Citations: 1.

SORI, ROGERT; MARENGO, JOSE A.; NIETO, RAQUEL; DRUMOND, ANITA; GIMENO, LUIS. The Atmospheric Branch of the Hydrological Cycle over the Negro and Madeira River Basins in the Amazon Region. WATER, v. 10, n. 6 JUN 2018. Web of Science Citations: 5.

KINJO, ERIKA REIME; ROYERO RODRIGUEZ, PEDRO XAVIER; DOS SANTOS, BIANCA ARAUJO; VILAR HIGA, GUILHERME SHIGUETO; AYRES FERRAZ, MARIANA SACRINI; SCHMELTZER, CHRISTIAN; RUDIGER, STEN; KIHARA, ALEXANDRE HIROAKI. New Insights on Temporal Lobe Epilepsy Based on Plasticity-Related Network Changes and High-Order Statistics. Molecular Neurobiology, v. 55, n. 5, p. 3990-3998, MAY 2018. Web of Science Citations: 1.

PENA, RODRIGO F. O.; CEBALLOS, CESAR C.; LIMA, VINICIUS; ROQUE, ANTONIO C. Interplay of activation kinetics and the derivative conductance determines resonance properties of neurons. Physical Review E, v. 97, n. 4 APR 10 2018. Web of Science Citations: 0.

PEREIRA, F. A. C.; HERNANDEZ, W. A.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; GENTLE, K. W. Burst temperature from conditional analysis in Texas Helimak and TCABR tokamak. Physics of Plasmas, v. 25, n. 4 APR 2018. Web of Science Citations: 0.

PETER, FRANZISKA; PIKOVSKY, ARKADY. Transition to collective oscillations in finite Kuramoto ensembles. Physical Review E, v. 97, n. 3 MAR 20 2018. Web of Science Citations: 3.

PENA, RODRIGO F. O.; VELLMER, SEBASTIAN; BERNARDI, DAVIDE; ROQUE, ANTONIO C.; LINDNER, BENJAMIN. Self-Consistent Scheme for Spike-Train Power Spectra in Heterogeneous Sparse Networks. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v. 12, MAR 2 2018. Web of Science Citations: 3.

PROTACHEVICZ, P. R.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; BAPTISTA, M. S.; VIANA, R. L.; LAMEU, E. L.; MACAU, E. E. N.; BATISTA, A. M. How synapses can enhance sensibility of a neural network. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 492, p. 1045-1052, FEB 15 2018. Web of Science Citations: 0.

BORGES, F. S.; LAMEU, E. L.; IAROSZ, K. C.; PROTACHEVICZ, P. R.; CALDAS, I. L.; VIANA, R. L.; MACAU, E. E. N.; BATISTA, A. M.; BAPTISTA, M. S. Inference of topology and the nature of synapses, and the flow of information in neuronal networks. Physical Review E, v. 97, n. 2 FEB 7 2018. Web of Science Citations: 1.

ANTUNES, G.; ROQUE, A. C.; SIMOES-DE-SOUZA, F. M. Molecular mechanisms of detection and discrimination of dynamic signals. SCIENTIFIC REPORTS, v. 8, FEB 6 2018. Web of Science Citations: 1.

RAMOS, ANTNIO M. DE T.; ZOU, YONG; DE OLIVEIRA, GILVAN SAMPAIO; KURTHS, JURGEN; MACAU, ELBERT E. N. Unveiling non-stationary coupling between Amazon and ocean during recent extreme events. Climate Dynamics, v. 50, n. 3-4, p. 767-776, FEB 2018. Web of Science Citations: 2.

MENDES, RODOLFO M.; DE ANDRADE, MARCIO ROBERTO M.; TOMASELLA, JAVIER; DE MORAES, MARCIO AUGUSTO E.; SCOFIELD, GRAZIELA B. Understanding shallow landslides in Campos do Jordao municipality - Brazil: disentangling the anthropic effects from natural causes in the disaster of 2000. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, v. 18, n. 1, p. 15-30, JAN 3 2018. Web of Science Citations: 1.

COSTA, DIEGO G. DE B.; REIS, BARBARA M. DA F.; ZOU, YONG; QUILES, MARCOS G.; MACAU, ELBERT E. N. Recurrence Density Enhanced Complex Networks for Nonlinear Time Series Analysis. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, v. 28, n. 1 JAN 2018. Web of Science Citations: 0.

Climatic characteristics of the 2010-2016 drought in the semiarid Northeast Brazil region. Anais da Academia Brasileira de Ciências, v. 90, n. 2, p. -, Ago. 2018.

FREITAS, VANDER L. S.; MACAU, ELBERT E. N. Collision Avoidance Mechanism for Symmetric Circular Formations of Unitary Mass Autonomous Vehicles at Constant Speed. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018. Web of Science Citations: 0.

BORGES, RAFAEL R.; BORGES, FERNANDO S.; LAMEU, EWANDSON L.; PROTACHEVICZ, PAULO R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; VIANA, RICARDO L.; MACAU, ELBERT E. N.; BAPTISTA, MURILO S.; GREBOGI, CELSO; BATISTA, ANTONIO M. Synaptic Plasticity and Spike Synchronisation in Neuronal Networks. Brazilian Journal of Physics, v. 47, n. 6, p. 678-688, DEC 2017. Web of Science Citations: 2.

MAIA, DANIEL M. N.; DE OLIVEIRA, JOAO E. M.; QUILES, MARCOS G.; MACAU, ELBERT E. N. Community detection in complex networks via adapted Kuramoto dynamics. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 53, p. 130-141, DEC 2017. Web of Science Citations: 5.

ERNEUX, THOMAS; JAVALOYES, JULIEN; WOLFRUM, MATTHIAS; YANCHUK, SERHIY. Introduction to Focus Issue: Time-delay dynamics. Chaos, v. 27, n. 11 NOV 2017. Web of Science Citations: 7.

RUSCHEL, STEFAN; YANCHUK, SERHIY. Chaotic bursting in semiconductor lasers. Chaos, v. 27, n. 11 NOV 2017. Web of Science Citations: 1.

TAKADA, SILVIA HONDA; IKEBARA, JULIANE MIDORI; DE SOUSA, ERICA; CARDOSO, DEBORA STERZECK; RESENDE, RODRIGO RIBEIRO; ULRICH, HENNING; RUECKL, MARTIN; RUEDIGER, STEN; KIHARA, ALEXANDRE HIROAKI. Determining the Roles of Inositol Trisphosphate Receptors in Neurodegeneration: Interdisciplinary Perspectives on a Complex Topic. Molecular Neurobiology, v. 54, n. 9, p. 6870-6884, NOV 2017. Web of Science Citations: 1.

GUO, HENG; RAMOS, ANTOANIO M. T.; MACAU, ELBERT E. N.; ZOU, YONG; GUAN, SHUGUANG. Constructing regional climate networks in the Amazonia during recent drought events. PLoS One, v. 12, n. 10 OCT 17 2017. Web of Science Citations: 0.

AYRES FERRAZ, MARIANA SACRINI; CARDEAL MELO-SILVA, HIAGO LUCAS; KIHARA, ALEXANDRE HIROAKI. Optimizing information processing in neuronal networks beyond critical states. PLoS One, v. 12, n. 9 SEP 18 2017. Web of Science Citations: 2.

SANTOS, LEONARDO B. L.; CARVALHO, TIAGO; ANDERSON, LIANA O.; RUDORFF, CONRADO M.; MARCHEZINI, VICTOR; LONDE, LUCIANA R.; SAITO, SILVIA M. An RS-GIS-Based Comprehensive Impact Assessment of Floods-A Case Study in Madeira River, Western Brazilian Amazon. IEEE Geoscience and Remote Sensing Letters, v. 14, n. 9, p. 1614-1617, SEP 2017. Web of Science Citations: 1.

FERREIRA, MARIA TEODORA; FOLLMANN, ROSANGELA; DOMINGUES, MARGARETE O.; MACAU, ELBERT E. N.; KISS, ISTVAN Z. Experimental phase synchronization detection in non-phase coherent chaotic systems by using the discrete complex wavelet approach. Chaos, v. 27, n. 8 AUG 2017. Web of Science Citations: 1.

MARENGO, JOSE A.; FISCH, GILBERTO F.; ALVES, LINCOLN M.; SOUSA, NATANAEL V.; FU, RONG; ZHUANG, YIZHOU. Meteorological context of the onset and end of the rainy season in Central Amazonia during the GoAmazon2014/5. Atmospheric Chemistry and Physics, v. 17, n. 12, p. 7671-7681, JUN 26 2017. Web of Science Citations: 4.

RAMOS, ANTONIO M. T.; BUILES-JARAMILLO, ALEJANDRO; POVEDA, GERMAN; GOSWAMI, BEDARTHA; MACAU, ELBERT E. N.; KURTHS, JUERGEN; MARWAN, NORBERT. Recurrence measure of conditional dependence and applications. Physical Review E, v. 95, n. 5 MAY 11 2017. Web of Science Citations: 6.

RAMOS, ANTONIO M. T.; MACAU, ELBERT E. N. Minimum Sample Size for Reliable Causal Inference Using Transfer Entropy. Entropy, v. 19, n. 4 APR 2017. Web of Science Citations: 1.

IANNELLI, FLAVIO; KOHER, ANDREAS; BROCKMANN, DIRK; HOEVEL, PHILIPP; SOKOLOV, IGOR M. Effective distances for epidemics spreading on complex networks. Physical Review E, v. 95, n. 1 JAN 17 2017. Web of Science Citations: 16.

GRZYBOWSKI, J. M. V.; MACAU, E. E. N.; YONEYAMA, T. On synchronization in power-grids modelled as networks of second-order Kuramoto oscillators. Chaos, v. 26, n. 11 NOV 2016. Web of Science Citations: 7.

ANTUNES, G.; ROQUE, A. C.; SIMOES-DE-SOUZA, F. M. Stochastic Induction of Long-Term Potentiation and Long-Term Depression. SCIENTIFIC REPORTS, v. 6, AUG 3 2016. Web of Science Citations: 4.

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