Edge of Chaos and Avalanches in Neural Networks with Heavy-Tailed Synaptic Weight Distribution

Criticality between Cortical States

(2019) Antonio J. Fontenele et al.   PHYSICAL REVIEW LETTERS

Cortical layer–specific critical dynamics triggering perception

(2019) James H. Marshel et al.   SCIENCE

Intrinsic Spine Dynamics Are Critical for Recurrent Network Learning in Models With and Without Autism Spectrum Disorder

(2019) James Humble et al.   Frontiers in Computational Neuroscience

From Synaptic Interactions to Collective Dynamics in Random Neuronal Networks Models: Critical Role of Eigenvectors and Transient Behavior

(2019) E. Gudowska-Nowak et al.   NEURAL COMPUTATION

Role of zero synapses in unsupervised feature learning

(2018) Haiping Huang   Journal of Physics A-Mathematical and Theoretical

Calcineurin knockout mice show a selective loss of small spines

(2018) Hitoshi Okazaki et al.   NEUROSCIENCE LETTERS

Landau–Ginzburg theory of cortex dynamics: Scale-free avalanches emerge at the edge of synchronization

(2018) Serena di Santo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Colloquium : Criticality and dynamical scaling in living systems

(2018) Miguel A. Muñoz   REVIEWS OF MODERN PHYSICS

Optimal Sequence Memory in Driven Random Networks

(2018) Jannis Schuecker et al.   Physical Review X

Optimal Degrees of Synaptic Connectivity

(2017) Ashok Litwin-Kumar et al.   NEURON

Julia: A Fresh Approach to Numerical Computing

(2017) Jeff Bezanson et al.   SIAM REVIEW

A local Echo State Property through the largest Lyapunov exponent

(2016) Gilles Wainrib et al.   NEURAL NETWORKS

Auditory Power-Law Activation Avalanches Exhibit a Fundamental Computational Ground State

(2016) Ruedi Stoop et al.   PHYSICAL REVIEW LETTERS

Abnormal intrinsic dynamics of dendritic spines in a fragile X syndrome mouse model in vivo

(2016) Akira Nagaoka et al.   Scientific Reports

A Lognormal Recurrent Network Model for Burst Generation during Hippocampal Sharp Waves

(2015) Y. Omura et al.   JOURNAL OF NEUROSCIENCE

Functional organization of excitatory synaptic strength in primary visual cortex

(2015) Lee Cossell et al.   NATURE

Adaptation to sensory input tunes visual cortex to criticality

(2015) Woodrow L. Shew et al.   Nature Physics

Transition to Chaos in Random Networks with Cell-Type-Specific Connectivity

(2015) Johnatan Aljadeff et al.   PHYSICAL REVIEW LETTERS

Macroscopic Description for Networks of Spiking Neurons

(2015) Ernest Montbrió et al.   Physical Review X

Transition to Chaos in Random Neuronal Networks

(2015) Jonathan Kadmon et al.   Physical Review X

Asynchronous Rate Chaos in Spiking Neuronal Circuits

(2015) Omri Harish et al.   PLoS Computational Biology

The log-dynamic brain: how skewed distributions affect network operations

(2014) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Dynamics of random neural networks with bistable units

(2014) M. Stern et al.   PHYSICAL REVIEW E

Computational Implications of Lognormally Distributed Synaptic Weights

(2014) Jun-nosuke Teramae et al.   PROCEEDINGS OF THE IEEE

Hierarchical networks, power laws, and neuronal avalanches

(2013) Eric J. Friedman et al.   CHAOS

Mean-field theory of echo state networks

(2013) Marc Massar et al.   PHYSICAL REVIEW E

Network Self-Organization Explains the Statistics and Dynamics of Synaptic Connection Strengths in Cortex

(2013) Pengsheng Zheng et al.   PLoS Computational Biology

Interpyramid Spike Transmission Stabilizes the Sparseness of Recurrent Network Activity

(2012) Y. Ikegaya et al.   CEREBRAL CORTEX

Critical-State Dynamics of Avalanches and Oscillations Jointly Emerge from Balanced Excitation/Inhibition in Neuronal Networks

(2012) S.-S. Poil et al.   JOURNAL OF NEUROSCIENCE

Optimal spike-based communication in excitable networks with strong-sparse and weak-dense links

(2012) Jun-nosuke Teramae et al.   Scientific Reports

Being Critical of Criticality in the Brain

(2012) John M. Beggs et al.   Frontiers in Physiology

Multiplicative Dynamics Underlie the Emergence of the Log-Normal Distribution of Spine Sizes in the Neocortex In Vivo

(2011) Y. Loewenstein et al.   JOURNAL OF NEUROSCIENCE

Beyond the edge of chaos: Amplification and temporal integration by recurrent networks in the chaotic regime

(2011) T. Toyoizumi et al.   PHYSICAL REVIEW E

Stability versus Neuronal Specialization for STDP: Long-Tail Weight Distributions Solve the Dilemma

(2011) Matthieu Gilson et al.   PLoS One

Self-organized criticality occurs in non-conservative neuronal networks during ‘up’ states

(2010) Daniel Millman et al.   Nature Physics

Stimulus-dependent suppression of chaos in recurrent neural networks

(2010) Kanaka Rajan et al.   PHYSICAL REVIEW E

Avalanches in a Stochastic Model of Spiking Neurons

(2010) Marc Benayoun et al.   PLoS Computational Biology

A weakly informative default prior distribution for logistic and other regression models

(2009) Andrew Gelman et al.   Annals of Applied Statistics

Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons

(2009) Lars Büsing et al.   NEURAL COMPUTATION

The Excitatory Neuronal Network of the C2 Barrel Column in Mouse Primary Somatosensory Cortex

(2009) Sandrine Lefort et al.   NEURON

Spontaneous cortical activity in awake monkeys composed of neuronal avalanches

(2009) T. Petermann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Principles of Long-Term Dynamics of Dendritic Spines

(2008) N. Yasumatsu et al.   JOURNAL OF NEUROSCIENCE

Silent synapses and the emergence of a postsynaptic mechanism for LTP

(2008) Geoffrey A. Kerchner et al.   NATURE REVIEWS NEUROSCIENCE