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检索条件"机构=Center for Technology Components of Robotics and Mechatronics"

共 117 条记录，以下是41-50 订阅

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Analysis of EEG spectral amplitudes during ambiguous information processing 4

Analysis of EEG spectral amplitudes during ambiguous informa...

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4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual robotics, DCNAIR 2020

作者： Kuc, Alexander Innopolis University Neuroscience and Cognitive Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis Republic of Tatarstan Russia

We analyzed the dynamics of EEG spectral amplitudes in a- A nd ß-frequency bands during ambiguous visual stimuli processing. As a result, we described differences in the cortical activity during the processing of... 详细信息

ISBN: (纸本)9781728172866

关键词： Wavelet transforms

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External stimulus classification by Hodgkin-Huxley neural network

External stimulus classification by Hodgkin-Huxley neural ne...

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Saratov Fall Meeting 2020 - Computations and Data Analysis: From Molecular Processes to Brain Functions

作者： Andreev, Andrey V. Pisarchik, Alexander N. Neuroscience and Cognivite Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis University Universitetskaya Str. 1 Innopolis420500 Russia Center for Biomedical Technology Technical University of Madrid Campus Montegancedo Pozuelo de Alarcon28223 Spain

ISBN: (数字)9781510645332

ISBN: (纸本)9781510645325

We propose to use the chimera-like state for stimulus classification in a spiking neural network of bistable HH neurons. As a stimulus, we use an external pulsed current applied to the network. Additive noise makes the neurons nonidentical so that the external pulse switches only a part of the neurons from the resting to the oscillatory state depending on the pulse amplitude. For classification, we use the neural network and two output neurons. The network is trained on two external pulses with different amplitudes to adjust coupling strengths between neurons in the main network and output neurons. We investigate influence of inhibitory coupling between output neurons on classification of input signal with different amplitudes. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Neurons

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Analysis of the features of brain neuronal sources during imagery motor activity: MEG study 4

Analysis of the features of brain neuronal sources during im...

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4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual robotics, DCNAIR 2020

作者： Kurkin, Semen Chholak, Parth Pisarchik, Alexander Hramov, Alexander Innopolis University Neuroscience and Cognitive Technology Lab Center for Technologies in Robotics and Mechatronics Components Russia Technical University of Madrid Center for Biomedical Technology Madrid Spain

ISBN: (纸本)9781728172866

We analyzed the features of motor imagery (imagery arms movements) in the source level, applying the Dynamic Imaging of Coherent Sources method to MEG signals. We obtained the results that have confirmed the existence of two types of motor imagery: Visual imagery and kinesthetic imagery. We have analyzed averaged distributions of normalized sources power for the visual imagery and kinesthetic imagery subgroups of volunteers and identified the main differences between these types of motor imagery in terms of the excitation of sources of neural activity. © 2020 IEEE.

关键词： Brain

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Changing functional connectivity during solving cognitive tasks: fNIRS study

Changing functional connectivity during solving cognitive ta...

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Saratov Fall Meeting 2021: Computational Biophysics and Nanobiophotonics

作者： Badarin, A.A. Antipov, V.M. Grubov, V.V. Kurkin, S.A. Neuroscience and Cognivite Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis University Universitetskaya Str. 1 Innopolis 420500 Russia Center for Neurotechnology and Machine Learning Immanuel Kant Baltic Federal University A. Nevskogo ul. 14 Kaliningrad236016 Russia Department of Theoretical Cybernetics Saint Petersburg State University University Embankment 7/9 Saint Petersburg199034 Russia

ISBN: (数字)9781510653702

ISBN: (纸本)9781510653696

In this paper, we present an analysis of the dynamics of functional connectivity of the cerebral cortical network using near-infrared spectroscopy during human solutions to simple cognitive tasks. A task-based on the Sternberg paradigm was chosen to provide a cognitive load. We identified statistically significant changes in the communication forces obtained on the basis of the analysis of oxyhemoglobin signals during the experiment. We found that in the course of the experiment, there is a restructuring of the functional network, which is accompanied by a decrease in the average connectivity strength between the cortical areas under study. We showed that there is a correlation between the subjective evaluation of fatigue degree and the characteristics of the identified functional neural network. © 2022 SPIE.

关键词： Near infrared spectroscopy

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Transcranial magnetic stimulation affects response time in decision-making tasks 4

Transcranial magnetic stimulation affects response time in d...

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4th International Conference "Neurotechnologies and Neurointerfaces", CNN 2022

作者： Grigorev, Nikita Savosenkov, Andrey Udoratina, Anna Kolchina, Anna Maksimenko, Vladimir Gordleeva, Susanna Lobachevsky State University of Nizhny Novgorod Neurotechnology Department Nizhny Novgorod Russia Immanuel Kant Baltic Federal University Center for Neurotechnology and Machine Learning Kaliningrad Russia Center for Technologies in Robotics and Mechatronics Components Innopolis University Innopolis Russia Lobachevsky State University of Nizhny Novgorod Mathematics and Mechanics Department Nizhny Novgorod Russia Neuroscience and Cognitive Technology Lab. Innopolis University Innopolis Russia

ISBN: (数字)9781665463294

ISBN: (纸本)9781665463294

In this study, we investigate how excitatory transcranial magnetic stimulation (TMS) can influence decision speed in the task of classifying ambiguous visual patterns. 30 healthy volunteers were divided into 2 groups. During two experimental sessions they classified ambiguous Necker cubes. Before the second experimental session, stimulation of the area of the cerebral cortex, which is related to decision-making, was performed. One group received sham stimulation;the other group was stimulated with repetitive TMS (rTMS) for 3 minutes at a frequency of 10 Hz. As a result: the rTMS group significantly (p © 2022 IEEE.

关键词： Decision making

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Highest performance requires an optimal effort: A MEG study on visual perception 4

Highest performance requires an optimal effort: A MEG study ...

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4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual robotics, DCNAIR 2020

作者： Chholak, Parth Pisarchik, Alexander N. Technical University of Madrid Centre for Biomedical Technology Madrid Spain Center for Technologies in Robotics and Mechatronics Components Innopolis University Innopolis Russia

ISBN: (纸本)9781728172866

Twelve subjects (6 males;17-64 years) participated in magnetoencephalography (MEG) experiments designed to study visual response to flickering Necker cubes. Event-related fields in the lateral occipital complex and steady-state response in the visual region V1 and V2 were studied to characterise the early response time durations and attentional capacity during the trial time period of 5-s, respectively. We found that there was an optimal response time duration for which the attention capacity was maximum. The results also support the hypothesis that stimulus detection in brain is driven by coherence resonance. © 2020 IEEE.

关键词： Magnetoencephalography

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Classification of external signal by spiking neural network of bistable Hodgkin-Huxley neurons 4

Classification of external signal by spiking neural network ...

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4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual robotics, DCNAIR 2020

作者： Andreev, Andrey Pisarchik, Alexander Innopolis University Neuroscience and Cognivite Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis Russia Center for Biomedical Technology Technical University of Madrid Madrid Spain

ISBN: (纸本)9781728172866

We propose a classifier consisting of Hodgkin-Huxley neurons based on the activation of a different number of neurons depending on the external current amplitude. We consider a network with 2 output neurons and train the classifier for 2 external current pulses with different amplitudes by adaptation of the couplings between neurons of the main network and the output neurons. © 2020 IEEE.

关键词： Neural networks

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Anterior TMS Speeds up Responses in Perceptual Decision-making Task 6

Anterior TMS Speeds up Responses in Perceptual Decision-maki...

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6th Scientific School "Dynamics of Complex Networks and their Applications", DCNA 2022

作者： Maksimenko, Vladimir Gordleeva, Susanna Grigorev, Nikita Savosenkov, Andrey Kuc, Alexander Udoratina, Anna Grubov, Vadim Kolchina, Anna Kurkin, Semen Kazantsev, Victor Hramov, Alexander Center for Technologies in Robotics and Mechatronics Components Innopolis University Innopolis Russia Mathematics and Mechanics Department Lobachevsky State University of Nizhny Novgorod Nizhny Novgorod Russia Center for Neurotechnology and Machine Learning Immanuel Kant Baltic Federal University Kaliningrad Russia Neurotechnology Department Lobachevsky State University of Nizhny Novgorod Nizhny Novgorod Russia Neuroscience and Cognitive Technology Lab. Innopolis University Innopolis Russia Nizhny Novgorod Russia

ISBN: (数字)9781665461740

ISBN: (纸本)9781665461740

Our preliminary behavioral experiments suggest that the response time decreases when subjects respond to the repeatedly presented visual stimuli. A potential explanation is that the brain preactivates neural ensembles responsible for stimulus processing. If so, activating these areas before the experiment may reduce the response time immediately, opening ways for exciting practical applications. To test this opportunity, we apply transcranial magnetic stimulation (TMS) before the subjects start performing a perceptual decision-making task. Having compared the response time between the TMS and control groups, we observed a significant change confirming our hypothesis. © 2022 IEEE.

关键词： Decision making

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Analysis of behavioral characteristics during prolonged cognitive load 5

Analysis of behavioral characteristics during prolonged cogn...

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5th Scientific School on Dynamics of Complex Networks and their Applications, DCNA 2021

作者： Kuc, Alexander Grubov, Vadim Neuroscience and Cognitive Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis University Innopolis Russia Center for Neurotechnology and Machine Learning Immanuel Kant Baltic Federal University Kaliningrad Russia Center of New Cardiological Informational Technologies Scientific Research Institute of Cardiology Saratov State Medical University Saratov Russia

ISBN: (纸本)9781665442824

In the present work we studied human behavioral characteristics during prolonged cognitive activity. For this purpose we conducted experiment with interpretation of consistently presented ambiguous visual stimuli with different levels of ambiguity. As behavioral characteristic we chose the correctness of ambiguous stimuli interpretation and we showed, that number of errors changes significantly through the experiment. © 2021 IEEE

关键词： Behavioral research

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Transformation of the Theta-band Functional Connectivity during Motor Initiation under Healthy Aging 4

Transformation of the Theta-band Functional Connectivity dur...

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4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual robotics, DCNAIR 2020

作者： Frolov, Nikita Pitsik, Elena Schukovskii, Nikolaj Neuroscience and Cognitive Technology Laboratory Center for Technologies in Robotics and Mechatronics Components Innopolis University Innopolis Russia Saratov State Medical University Saratov Russia

ISBN: (纸本)9781728172866

Human brain functioning is strongly affected by the factor of age, which crucially reduces a performance of the motor system. It causes a decline in reaction time, degraded ability to execute and control complex motor actions, low flexibility in learning new skills. A reduced daily activity old people combined with a cognitive and motor decline, usually result in a developed ambidexterity, i.e., the loss of a dominant limb advances. We suggest that such weakening of a dominant limb abilities and functioning on the neuronal level should be observed not only during the exact motor execution phase, but also in the motor initiation. In this paper we apply functional connectivity analysis to reveal the age-related changes in the integrative brain dynamic during the motor initiation before the dominant hand movements accompanied. Analyzing the whole-scalp electroencephalography (EEG) signals on the sensor level, we find higher theta-band coupling in the ipsilateral hemisphere. © 2020 IEEE.

关键词： Electroencephalography

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