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

The structural connectome constrains fast brain dynamics

(2021) Pierpaolo Sorrentino et al.   eLife

Decoding brain states on the intrinsic manifold of human brain dynamics across wakefulness and sleep

(2021) Joan Rué-Queralt et al.   Communications Biology

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Spectral graph theory of brain oscillations

(2020) Ashish Raj et al.   HUMAN BRAIN MAPPING

Understanding brain organisation in the face of functional heterogeneity and functional multiplicity

(2020) Koen V. Haak et al.   NEUROIMAGE

Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function

(2020) Bo-yong Park et al.   NEUROIMAGE

Human cognition involves the dynamic integration of neural activity and neuromodulatory systems

(2019) James M. Shine et al.   NATURE NEUROSCIENCE

Reducing power line noise in EEG and MEG data via spectrum interpolation

(2019) Sabine Leske et al.   NEUROIMAGE

Hierarchical Connectome Modes and Critical State Jointly Maximize Human Brain Functional Diversity

(2019) Rong Wang et al.   PHYSICAL REVIEW LETTERS

The intrinsic attractor manifold and population dynamics of a canonical cognitive circuit across waking and sleep

(2019) Rishidev Chaudhuri et al.   NATURE NEUROSCIENCE

Decoupling of brain function from structure reveals regional behavioral specialization in humans

(2019) Maria Giulia Preti et al.   Nature Communications

A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs

(2018) Francesco Grassi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Functional brain connectivity is predictable from anatomic network's Laplacian eigen-structure

(2018) Farras Abdelnour et al.   NEUROIMAGE

Towards a new approach to reveal dynamical organization of the brain using topological data analysis

(2018) Manish Saggar et al.   Nature Communications

Estimating EEG Source Dipole Orientation Based on Singular-value Decomposition for Connectivity Analysis

(2018) M. Rubega et al.   BRAIN TOPOGRAPHY

Communication dynamics in complex brain networks

(2017) Andrea Avena-Koenigsberger et al.   NATURE REVIEWS NEUROSCIENCE

Multi-scale brain networks

(2017) Richard F. Betzel et al.   NEUROIMAGE

Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD

(2017) Selen Atasoy et al.   Scientific Reports

The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture

(2016) Lingzhong Fan et al.   CEREBRAL CORTEX

Graph Frequency Analysis of Brain Signals

(2016) Weiyu Huang et al.   IEEE Journal of Selected Topics in Signal Processing

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

The contribution of geometry to the human connectome

(2016) James A. Roberts et al.   NEUROIMAGE

Human brain networks function in connectome-specific harmonic waves

(2016) Selen Atasoy et al.   Nature Communications

Rethinking segregation and integration: contributions of whole-brain modelling

(2015) Gustavo Deco et al.   NATURE REVIEWS NEUROSCIENCE

Rhythms for Cognition: Communication through Coherence

(2015) Pascal Fries   NEURON

The PREP pipeline: standardized preprocessing for large-scale EEG analysis

(2015) Nima Bigdely-Shamlo et al.   Frontiers in Neuroinformatics

Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations

(2014) Evan M. Gordon et al.   CEREBRAL CORTEX

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

How well can we estimate a sparse vector?

(2012) Emmanuel J. Candès et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

An objective method for measuring face detection thresholds using the sweep steady-state visual evoked response

(2012) J. M. Ales et al.   JOURNAL OF VISION

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

(2011) B. T. Thomas Yeo et al.   JOURNAL OF NEUROPHYSIOLOGY

Mapping the human connectome at multiple scales with diffusion spectrum MRI

(2011) Leila Cammoun et al.   JOURNAL OF NEUROSCIENCE METHODS

Spatiotemporal Analysis of Multichannel EEG: CARTOOL

(2011) Denis Brunet et al.   Computational Intelligence and Neuroscience

Wavelets on graphs via spectral graph theory

(2010) David K. Hammond et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Electrical source dynamics in three functional localizer paradigms

(2010) Gijs Plomp et al.   NEUROIMAGE

Applications of Sparse Representation and Compressive Sensing [Scanning the Issue]

(2010) Richard G Baraniuk et al.   PROCEEDINGS OF THE IEEE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Accurate Path Integration in Continuous Attractor Network Models of Grid Cells

(2009) Yoram Burak et al.   PLoS Computational Biology

Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers

(2008) V.J. Wedeen et al.   NEUROIMAGE

Mapping the Structural Core of Human Cerebral Cortex

(2008) Patric Hagmann et al.   PLOS BIOLOGY

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields

(2008) Gustavo Deco et al.   PLoS Computational Biology