HTM Spatial Pooler - a Nonparametric Interpretable Feature Selection Algorithm? An Introductory Exploration

Authors: Kabir, Muhammad Salman, Kurkin, Semen, Paunova, Rositsa, Stoyanov, Drozdstoy, Hramov, Alexander

Source: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2024 8th. :106-111 Sep, 2024

Relation: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Reservoir computing shows partial statistical dynamics prediction of two coupled stochastic FitzHugh-Nagumo neurons

Authors: Kulagin, Nikita, Andreev, Andrey, Hramov, Alexander

Source: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2024 8th. :145-147 Sep, 2024

Relation: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Epileptiform Activity in a Neuron-Astrocyte Network Model

Authors: Tsybina, Yuliya, Kastalskiy, Innokentiy, Andreev, Andrey, Frolov, Nikita, Gordleeva, Susanna, Hramov, Alexander

Source: 2023 Fifth International Conference Neurotechnologies and Neurointerfaces (CNN) Neurotechnologies and Neurointerfaces (CNN), 2023 Fifth International Conference. :104-107 Sep, 2023

Relation: 2023 Fifth International Conference Neurotechnologies and Neurointerfaces (CNN)

From Novel Technology to Novel Applications: Comment on 'An Integrated Brain-Machine Interface Platform With Thousands of Channels' by Elon Musk and Neuralink

Authors: Pisarchik, Alexander N, Maksimenko, Vladimir A, Hramov, Alexander E

Source: Journal of Medical Internet Research, Vol 21, Iss 10, p e16356 (2019)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: http://www.jmir.org/2019/10/e16356/; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/0b8426fa14724e609368b66d96f48343

Self-organized bistability on globally coupled higher-order networks

Authors: Anwar, Md Sayeed, Frolov, Nikita, Hramov, Alexander E., Ghosh, Dibakar

Subject Terms: Nonlinear Sciences - Adaptation and Self-Organizing Systems

Access URL: http://arxiv.org/abs/2401.02825

Using reservoir computing for dynamics forecast of noise-perturbed FitzHugh-Nagumo system

Authors: Kulagin, Nikita, Andreev, Andrey, Hramov, Alexander

Source: 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2023 7th. :164-166 Sep, 2023

Relation: 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Analysis of eye-tracking data during the Sternberg working memory task in subjects with asthenic syndrome

Authors: Piljugin, Oleg, Badarin, Artem, Antipov, Vladimir, Grubov, Vadim, Yana, Belousova, Tynterova, Anastasia, Rafalskiy, Vladimir, Shusharina, Natalia, Hramov, Alexander

Source: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022 6th. :219-222 Sep, 2022

Relation: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Anterior TMS Speeds up Responses in Perceptual Decision-making Task

Authors: Maksimenko, Vladimir, Gordleeva, Susanna, Grigorev, Nikita, Savosenkov, Andrey, Kuc, Alexander, Udoratina, Anna, Grubov, Vadim, Kolchina, Anna, Kurkin, Semen, Kazantsev, Victor, Hramov, Alexander

Source: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022 6th. :182-184 Sep, 2022

Relation: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

A graph convolutional network for classification of resting-state fMRI data

Authors: Pitsik, Elena, Kurkin, Semen, Hramov, Alexander, Paunova, Rositsa, Simeonova, Denitsa, Kandilarova, Sevdalina, Stoyanov, Drozdstoy

Source: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022 6th. :223-225 Sep, 2022

Relation: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Experimental design for studying brain activity and behavior of a child in the process of solving elementary cognitive tasks

Authors: Mirzaeva, Kseniya, Badarin, Artem, Antipov, Vladimir, Grubov, Vadim, Hramov, Alexander

Source: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022 6th. :197-199 Sep, 2022

Relation: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Eye movement features in solving Sternberg Memory Task

Authors: Brusinskii, Nikita, Badarin, Artem, Hramov, Alexander

Source: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2022 6th. :46-48 Sep, 2022

Relation: 2022 6th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Efficiency and fatigue in marksmanship training

Authors: Grubov, Vadim, Badarin, Artem, Savosenkov, Andrey, Grigoriev, Nikita, Lukojanov, Maxim, Ydoratina, Anna, Maximenko, Vladimir, Kazantsev, Viktor B., Hramov, Alexander E.

Source: 2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Complex Networks and their Applications (DCNA), 2021 5th Scientific School Dynamics of. :77-80 Sep, 2021

Relation: 2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Self-organized bistability on scale-free networks

Authors: Frolov, Nikita, Hramov, Alexander

Source: Physical Review E, 106(4), 044301 (2022)

Subject Terms: Nonlinear Sciences - Adaptation and Self-Organizing Systems

Access URL: http://arxiv.org/abs/2211.06111

Failure of neuron network coherence induced by SARS-CoV-2-infected astrocytes

Authors: Stasenko, Sergey V., Hramov, Alexander E., Kazantsev, Victor B.

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2210.01014

Attention state of children during Schulte tables task

Authors: Grubov, Vadim, Maksimenko, Vladimir, Kurkin, Semen, Khramova, Marina, Aleksandrova, Natalya, Hramov, Alexander

Source: 2020 International Conference Nonlinearity, Information and Robotics (NIR) Nonlinearity, Information and Robotics (NIR), 2020 International Conference. :1-4 Dec, 2020

Relation: 2020 International Conference "Nonlinearity, Information and Robotics" (NIR)

Classification of hand-related real and imaginary motor activity with fNIRS

Authors: Hramov, Alexander, Grubov, Vadim, Badarin, Artem

Source: 2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR) Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR), 2020 4th Scientific School on,. :103-106 Sep, 2020

Relation: 2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR)

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

Authors: Kurkin, Semen, Chholak, Parth, Pisarchik, Alexander, Hramov, Alexander

Source: 2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR) Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR), 2020 4th Scientific School on,. :154-157 Sep, 2020

Relation: 2020 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR)

Brain activity during complex cognitive task completion: comparative study of children and adults

Authors: Khramova, Marina V., Kuc, Alexander K., Maksimenko, Vladimir A., Frolov, Nikita S., Grubov, Vadim V., Kurkin, Semen A., Shusharina, Natalia N., Fedorov, Alexander A., Hramov, Alexander E.

Source: 2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Complex Networks and their Applications (DCNA), 2021 5th Scientific School Dynamics of. :99-101 Sep, 2021

Relation: 2021 5th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Neuropunk Revolution. Hacking Cognitive Systems towards Cyborgs 3.0

Authors: Talanov, Max, Vallverdu, Jordi, Adamatzky, Andrew, Toschev, Alexander, Suleimanova, Alina, Leukhin, Alexey, Posdeeva, Ann, Mikhailova, Yulia, Rodionova, Alice, Mikhaylov, Alexey, Serb, Alexander, Shchanikov, Sergey, Gerasimova, Svetlana, Dehshibi, Mohammad Mahdi, Hramov, Alexander, Kazantsev, Victor, Tsoy, Tatyana, Magid, Evgeni, Lavrov, Igor, Erokhin, Victor, Warwick, Kevin

Subject Terms: Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2205.06538

Disruptions in segregation mechanisms in fMRI-based brain functional network predict the major depressive disorder condition

Authors: Khorev, Vladimir S., Kurkin, Semen A., Zlateva, Gabriella, Paunova, Rositsa, Kandilarova, Sevdalina, Maes, Michael, Stoyanov, Drozdstoy, Hramov, Alexander E.

Source: In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena November 2024 188