In present paper we consider application of recurrence quantification analysis (RQA) in detection of motor-related electroencephalograms (EEG). Particularly, we apply RQA to reveal transitions of mu-rhythm dynamics ex...
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In present paper we introduce an extended machine-learning-based approach to detect inter-areal functional connectivity based on artificial neural network (ANN). We prove the efficiency of the proposed method by apply...
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In present paper we consider structure of recurrence plot (RP) of human motor-related electroencephalography (EEG) signal recorded in somatosensory cortex and filtered in mu-band (8-13 Hz). We show that in averaged EE...
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Human performance in complex mental tasks relies on elementary cognitive abilities, e.g., information processing speed and working memory capacity. These elementary functions can be measured on a behavioral level usin...
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In present paper, we introduce a database containing multichannel experimental data of brain electrical activity (M/EEG signals) supplemented by necessary experimental protocols and additional characteristics of the s...
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Experimental design for recording of EEG and fNIRS during performance of real and imaginary movement was proposed. Set of experiments was conducted in accordance with this design and obtained EEG and fNIRS dataset was...
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In the present study we aim to find specific characteristic based on brain activity, that can be used to evaluate attention and, thus, can be used in brain-computer interface. We propose an approach to collaborative B...
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作者：
Andreev, AndreyInnopolis University
Neuroscience and Cognivite Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis Russia
We investigate the dynamics of complex network of Hodgkin-Huxley neurons. It consists of 3 sub-networks. The first small network receives external signal which is transferred into a spike sequence. Then it is transmit...
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This work is devoted to the study of one of the fundamental properties of the beam, namely, space-charge-limited current in a cylindrical drift tube located in an external magnetic field of various intensities. The va...
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In this paper, we analyze the functional connectivity between changes in the concentration of oxyhemoglobin, deoxyhemoglobin, and total hemoglobin, recorded by various leads of fNIRS from the frontal and parietal cort...
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