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The connectome spectrum as a canonical basis for a sparse representation of fast brain activity

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/hbm.24991openalex-snapshot
Spectral graph theory of brain oscillations
inferredcites →https://doi.org/10.1007/978-1-4939-3028-9_2openalex-snapshot
The Linear Canonical Transformation: Definition and Properties
inferredcites →https://doi.org/10.1007/s00453-001-0016-8openalex-snapshot
Geometry Helps in Bottleneck Matching and Related Problems
inferredcites →https://doi.org/10.1007/s10548-018-0691-2openalex-snapshot
Estimating EEG Source Dipole Orientation Based on Singular-value Decomposition for Connectivity Analysis
inferredcites →https://doi.org/10.1016/j.acha.2010.04.005openalex-snapshot
Wavelets on graphs via spectral graph theory
inferredcites →https://doi.org/10.1016/j.acha.2012.08.010openalex-snapshot
How well can we estimate a sparse vector?
inferredcites →https://doi.org/10.1016/j.jneumeth.2003.10.009openalex-snapshot
EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
inferredcites →https://doi.org/10.1016/j.jneumeth.2011.09.031openalex-snapshot
Mapping the human connectome at multiple scales with diffusion spectrum MRI
inferredcites →https://doi.org/10.1016/j.neuroimage.2006.01.021openalex-snapshot
An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest
inferredcites →https://doi.org/10.1016/j.neuroimage.2008.03.036openalex-snapshot
Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers
inferredcites →https://doi.org/10.1016/j.neuroimage.2009.10.003openalex-snapshot
Complex network measures of brain connectivity: Uses and interpretations
inferredcites →https://doi.org/10.1016/j.neuroimage.2010.06.037openalex-snapshot
Electrical source dynamics in three functional localizer paradigms
inferredcites →https://doi.org/10.1016/j.neuroimage.2018.02.016openalex-snapshot
Functional brain connectivity is predictable from anatomic network's Laplacian eigen-structure
inferredcites →https://doi.org/10.1016/j.neuroimage.2019.01.026openalex-snapshot
Reducing power line noise in EEG and MEG data via spectrum interpolation
inferredcites →https://doi.org/10.1016/j.neuroimage.2020.117137openalex-snapshot
Connectome spectral analysis to track EEG task dynamics on a subsecond scale
inferredcites →https://doi.org/10.1016/j.neuroimage.2020.117141openalex-snapshot
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales
inferredcites →https://doi.org/10.1016/j.neuroimage.2020.117429openalex-snapshot
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function
inferredcites →https://doi.org/10.1016/j.neuron.2015.09.034openalex-snapshot
Rhythms for Cognition: Communication through Coherence
inferredcites →https://doi.org/10.1016/j.neuropsychologia.2006.04.019openalex-snapshot
The representation of information about faces in the temporal and frontal lobes
inferredcites →https://doi.org/10.1016/s1364-6613(00)01482-0openalex-snapshot
The distributed human neural system for face perception
inferredcites →https://doi.org/10.1038/nature05758openalex-snapshot
Intrinsic functional architecture in the anaesthetized monkey brain
inferredcites →https://doi.org/10.1038/nature18933openalex-snapshot
A multi-modal parcellation of human cerebral cortex
inferredcites →https://doi.org/10.1038/ncomms10340openalex-snapshot
Human brain networks function in connectome-specific harmonic waves
inferredcites →https://doi.org/10.1038/nrn1766openalex-snapshot
Subcortical face processing
inferredcites →https://doi.org/10.1038/nrn3963openalex-snapshot
Rethinking segregation and integration: contributions of whole-brain modelling
inferredcites →https://doi.org/10.1038/s41467-019-12765-7openalex-snapshot
Decoupling of brain function from structure reveals regional behavioral specialization in humans
inferredcites →https://doi.org/10.1038/s41592-019-0686-2openalex-snapshot
SciPy 1.0: fundamental algorithms for scientific computing in Python
inferredcites →https://doi.org/10.1038/s41593-019-0460-xopenalex-snapshot
The intrinsic attractor manifold and population dynamics of a canonical cognitive circuit across waking and sleep
inferredcites →https://doi.org/10.1038/s41597-021-01116-1openalex-snapshot
Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes
inferredcites →https://doi.org/10.1038/sj.npp.1300143openalex-snapshot
Neurophysical Modeling of Brain Dynamics
inferredcites →https://doi.org/10.1073/pnas.79.8.2554openalex-snapshot
Neural networks and physical systems with emergent collective computational abilities.
inferredcites →https://doi.org/10.1073/pnas.91.11.5033openalex-snapshot
A measure for brain complexity: relating functional segregation and integration in the nervous system.
inferredcites →https://doi.org/10.1073/pnas.93.23.13339openalex-snapshot
How the brain keeps the eyes still
inferredcites →https://doi.org/10.1090/advsov/021/03openalex-snapshot
The framed Morse complex and its invariants
inferredcites →https://doi.org/10.1093/cercor/bhu239openalex-snapshot
Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations
inferredcites →https://doi.org/10.1093/cercor/bhw157openalex-snapshot
The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture
inferredcites →https://doi.org/10.1103/physrevlett.123.038301openalex-snapshot
Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity
inferredcites →https://doi.org/10.1109/jproc.2010.2047424openalex-snapshot
Applications of Sparse Representation and Compressive Sensing [Scanning the Issue]
inferredcites →https://doi.org/10.1109/jstsp.2016.2600859openalex-snapshot
Graph Frequency Analysis of Brain Signals
inferredcites →https://doi.org/10.1109/msp.2012.2235192openalex-snapshot
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
inferredcites →https://doi.org/10.1109/tsp.2017.2775589openalex-snapshot
A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs
inferredcites →https://doi.org/10.1152/jn.00338.2011openalex-snapshot
The organization of the human cerebral cortex estimated by intrinsic functional connectivity
inferredcites →https://doi.org/10.1155/2011/813870openalex-snapshot
Spatiotemporal Analysis of Multichannel EEG: CARTOOL
inferredcites →https://doi.org/10.1162/089892900562165openalex-snapshot
The Fusiform “Face Area” is Part of a Network that Processes Faces at the Individual Level
inferredcites →https://doi.org/10.1162/jocn.1996.8.6.551openalex-snapshot
Electrophysiological Studies of Face Perception in Humans
inferredcites →https://doi.org/10.1162/netn_a_00075openalex-snapshot
Distance-dependent consensus thresholds for generating group-representative structural brain networks
inferredcites →https://doi.org/10.1162/netn_a_00147openalex-snapshot
Using structural connectivity to augment community structure in EEG functional connectivity
inferredcites →https://doi.org/10.1162/netn_a_00183openalex-snapshot
Gradients of connectivity as graph Fourier bases of brain activity
inferredcites →https://doi.org/10.1167/12.1.18openalex-snapshot
Sex-related differences in peripheral human color vision: A color matching study
inferredcites →https://doi.org/10.1371/journal.pbio.0060159openalex-snapshot
Mapping the Structural Core of Human Cerebral Cortex
inferredcites →https://doi.org/10.1371/journal.pcbi.0010042openalex-snapshot
The Human Connectome: A Structural Description of the Human Brain
inferredcites →https://doi.org/10.1371/journal.pcbi.1000092openalex-snapshot
The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields
inferredcites →https://doi.org/10.1371/journal.pcbi.1000291openalex-snapshot
Accurate Path Integration in Continuous Attractor Network Models of Grid Cells
inferredcites →https://doi.org/10.1523/jneurosci.17-11-04302.1997openalex-snapshot
The Fusiform Face Area: A Module in Human Extrastriate Cortex Specialized for Face Perception
inferredcites →https://doi.org/10.3389/fninf.2015.00016openalex-snapshot
The PREP pipeline: standardized preprocessing for large-scale EEG analysis

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1038/s41467-024-46651-8openalex-snapshot
Decomposing cortical activity through neuronal tracing connectome-eigenmodes in marmosets
inferred← citeshttps://doi.org/10.1038/s41597-021-01116-1openalex-snapshot
Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes
inferred← citeshttps://doi.org/10.1162/netn_a_00218openalex-snapshot
Structure supports function: Informing directed and dynamic functional connectivity with anatomical priors
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