[HTML][HTML] Construction of a hierarchical organization in semantic memory: A model based on neural masses and Gamma-band synchronization

M Ursino, G Pirazzini - Cognitive Computation, 2024 - Springer
… memory introduced a multilayer topology inspired by cortical … by a progressive loss of object
recognition, possibly involving … semantic model in a gamma oscillation regimen. All units in …

[HTML][HTML] A model of an oscillatory neural network with multilevel neurons for pattern recognition and computing

A Velichko, M Belyaev, P Boriskov - Electronics, 2019 - mdpi.com
… various topology with a large number (N > 10 3 ) of oscillators, … The interaction between the
oscillators occurs according to … ONN organization circuit for pattern recognition as a matrix of …

On Organizational Principles of Neural Systems

X Li - arXiv preprint arXiv:2402.14186, 2024 - arxiv.org
… ]), we map the period of T in neuronal oscillation [54] to a unit … a topological map is the spatial
representation/organization … brings is recognizing the interaction between the ventral and …

The physics of brain network structure, function and control

CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
… also the interactions between tens of brain regions or between … In physics, it has long been
recognized that the organization … Thus far, we have focused on the topological properties of …

An attention-based bi-LSTM method for visual object classification via EEG

X Zheng, W Chen - Biomedical Signal Processing and Control, 2021 - Elsevier
… provides us with an unprecedented ability to interact directly with brain activities [6]. It has …
with neural attention mechanism is given to explore the task of object recognition via EEG …

[HTML][HTML] Network structure from a characterization of interactions in complex systems

T Rings, T Bröhl, K Lehnertz - Scientific Reports, 2022 - nature.com
… Over the years, network theory has gained recognition as a … its organization by means of
characterizing topological and … estimate the strength of interaction between pairs of oscillators (i, …

The importance of the whole: topological data analysis for the network neuroscientist

AE Sizemore, JE Phillips-Cremins, R Ghrist… - Network …, 2019 - direct.mit.edu
… by the discipline’s roots in the abstract field of graph theory. … Yet often still another level of
organization exists in which … (Left, middle) Three oscillators whose dynamics are correlated in …

Noninvasive brain stimulations modulated brain modular interactions to ameliorate working memory in community-dwelling older adults

D Fan, X Che, Y Jiang, Q He, J Yu, H Zhao - Cerebral Cortex, 2024 - academic.oup.com
… nodal topological properties and brain modular interactionsthrough recognizing the learned
targets and implicit memory … the corresponding brain function via neural oscillation, which …

Global and regional connectivity analysis of resting-state function MRI brain images using graph theory in Parkinson's disease

R Prajapati, IA Emerson - International Journal of Neuroscience, 2021 - Taylor & Francis
… In another study, a novel pattern recognition framework is … this may due to the disrupted
neural oscillation in the resting state … The present study examined the topological organization of …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
… Over the same period it has been recognized that other … topology, with non-trivial connectivity
patterns among their … as the one where oscillators have costly interactions 108 or where, …