Towards a theory of cortical columns: From spiking neurons to interacting neural populations of finite size

Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome

(2017) Jannis Schuecker et al.   PLoS Computational Biology

On the stability and dynamics of stochastic spiking neuron models: Nonlinear Hawkes process and point process GLMs

(2017) Felipe Gerhard et al.   PLoS Computational Biology

Collective Activity of Many Bistable Assemblies Reproduces Characteristic Dynamics of Multistable Perception

(2016) R. Cao et al.   JOURNAL OF NEUROSCIENCE

Cooperative Subnetworks of Molecularly Similar Interneurons in Mouse Neocortex

(2016) Mahesh M. Karnani et al.   NEURON

Brief wide-field photostimuli evoke and modulate oscillatory reverberating activity in cortical networks

(2016) Rocco Pulizzi et al.   Scientific Reports

Identifying Anatomical Origins of Coexisting Oscillations in the Cortical Microcircuit

(2016) Hannah Bos et al.   PLoS Computational Biology

Enhanced Sensitivity to Rapid Input Fluctuations by Nonlinear Threshold Dynamics in Neocortical Pyramidal Neurons

(2016) Skander Mensi et al.   PLoS Computational Biology

The Computational Properties of a Simplified Cortical Column Model

(2016) Nicholas Cain et al.   PLoS Computational Biology

Estimation of Directed Effective Connectivity from fMRI Functional Connectivity Hints at Asymmetries of Cortical Connectome

(2016) Matthieu Gilson et al.   PLoS Computational Biology

Reconstruction and Simulation of Neocortical Microcircuitry

(2015) Henry Markram et al.   CELL

Statistical structure of neural spiking under non-Poissonian or other non-white stimulation

(2015) Tilo Schwalger et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Dynamics of Multistable States during Ongoing and Evoked Cortical Activity

(2015) L. Mazzucato et al.   JOURNAL OF NEUROSCIENCE

The neocortical circuit: themes and variations

(2015) Kenneth D Harris et al.   NATURE NEUROSCIENCE

Stochastic Wilson–Cowan models of neuronal network dynamics with memory and delay

(2015) Igor Goychuk et al.   NEW JOURNAL OF PHYSICS

Analytical approach to an integrate-and-fire model with spike-triggered adaptation

(2015) Tilo Schwalger et al.   PHYSICAL REVIEW E

Slow fluctuations in recurrent networks of spiking neurons

(2015) Stefan Wieland et al.   PHYSICAL REVIEW E

Network Events on Multiple Space and Time Scales in Cultured Neural Networks and in a Stochastic Rate Model

(2015) Guido Gigante et al.   PLoS Computational Biology

Automated High-Throughput Characterization of Single Neurons by Means of Simplified Spiking Models

(2015) Christian Pozzorini et al.   PLoS Computational Biology

Dynamics of Competition between Subnetworks of Spiking Neuronal Networks in the Balanced State

(2015) Fereshteh Lagzi et al.   PLoS One

Stochastic neural field equations: a rigorous footing

(2014) O. Faugeras et al.   JOURNAL OF MATHEMATICAL BIOLOGY

Stimulus Dependence of Local Field Potential Spectra: Experiment versus Theory

(2014) F. Barbieri et al.   JOURNAL OF NEUROSCIENCE

A Feedforward Inhibitory Circuit Mediates Lateral Refinement of Sensory Representation in Upper Layer 2/3 of Mouse Primary Auditory Cortex

(2014) Ling-yun Li et al.   JOURNAL OF NEUROSCIENCE

How Local Excitation-Inhibition Ratio Impacts the Whole Brain Dynamics

(2014) G. Deco et al.   JOURNAL OF NEUROSCIENCE

Fluctuations and information filtering in coupled populations of spiking neurons with adaptation

(2014) Moritz Deger et al.   PHYSICAL REVIEW E

Analytical approximations of the firing rate of an adaptive exponential integrate-and-fire neuron in the presence of synaptic noise

(2014) Loreen Hertäg et al.   Frontiers in Computational Neuroscience

A Markov model for the temporal dynamics of balanced random networks of finite size

(2014) Fereshteh Lagzi et al.   Frontiers in Computational Neuroscience

The Correlation Structure of Local Neuronal Networks Intrinsically Results from Recurrent Dynamics

(2014) Moritz Helias et al.   PLoS Computational Biology

Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons

(2013) Carsten K Pfeffer et al.   NATURE NEUROSCIENCE

Temporal whitening by power-law adaptation in neocortical neurons

(2013) Christian Pozzorini et al.   NATURE NEUROSCIENCE

Modelling and analysis of local field potentials for studying the function of cortical circuits

(2013) Gaute T. Einevoll et al.   NATURE REVIEWS NEUROSCIENCE

The Influence of Synaptic Weight Distribution on Neuronal Population Dynamics

(2013) Ramakrishnan Iyer et al.   PLoS Computational Biology

Dynamic Finite Size Effects in Spiking Neural Networks

(2013) Michael A. Buice et al.   PLoS Computational Biology

A Complex-Valued Firing-Rate Model That Approximates the Dynamics of Spiking Networks

(2013) Evan S. Schaffer et al.   PLoS Computational Biology

The Cell-Type Specific Cortical Microcircuit: Relating Structure and Activity in a Full-Scale Spiking Network Model

(2012) Tobias C. Potjans et al.   CEREBRAL CORTEX

Microcircuits of excitatory and inhibitory neurons in layer 2/3 of mouse barrel cortex

(2012) Michael Avermann et al.   JOURNAL OF NEUROPHYSIOLOGY

Channel Noise from Both Slow Adaptation Currents and Fast Currents Is Required to Explain Spike-Response Variability in a Sensory Neuron

(2012) K. Fisch et al.   JOURNAL OF NEUROSCIENCE

From circuits to behavior: a bridge too far?

(2012) Matteo Carandini   NATURE NEUROSCIENCE

Unique functional properties of somatostatin-expressing GABAergic neurons in mouse barrel cortex

(2012) Luc J Gentet et al.   NATURE NEUROSCIENCE

Slow dynamics and high variability in balanced cortical networks with clustered connections

(2012) Ashok Litwin-Kumar et al.   NATURE NEUROSCIENCE

Impact of Network Structure and Cellular Response on Spike Time Correlations

(2012) James Trousdale et al.   PLoS Computational Biology

Coding and Decoding with Adapting Neurons: A Population Approach to the Peri-Stimulus Time Histogram

(2012) Richard Naud et al.   PLoS Computational Biology

Mean-field description and propagation of chaos in networks of Hodgkin-Huxley and FitzHugh-Nagumo neurons

(2012) Javier Baladron et al.   Journal of Mathematical Neuroscience

Statistical properties of superimposed stationary spike trains

(2011) Moritz Deger et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Finite-size and correlation-induced effects in mean-field dynamics

(2011) Jonathan D. Touboul et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Neuronal Adaptation Effects in Decision Making

(2011) P. Theodoni et al.   JOURNAL OF NEUROSCIENCE

Dense, Unspecific Connectivity of Neocortical Parvalbumin-Positive Interneurons: A Canonical Microcircuit for Inhibition?

(2011) A. M. Packer et al.   JOURNAL OF NEUROSCIENCE

Emergent Oscillations in Networks of Stochastic Spiking Neurons

(2011) Edward Wallace et al.   PLoS One

Impact of Fast Sodium Channel Inactivation on Spike Threshold Dynamics and Synaptic Integration

(2011) Jonathan Platkiewicz et al.   PLoS Computational Biology

Connecting Mean Field Models of Neural Activity to EEG and fMRI Data

(2010) Ingo Bojak et al.   BRAIN TOPOGRAPHY

Optogenetics

(2010) Karl Deisseroth   NATURE METHODS

Emerging concepts for the dynamical organization of resting-state activity in the brain

(2010) Gustavo Deco et al.   NATURE REVIEWS NEUROSCIENCE

Large-scale neural dynamics: Simple and complex

(2010) S. Coombes   NEUROIMAGE

Metastable states and quasicycles in a stochastic Wilson-Cowan model of neuronal population dynamics

(2010) Paul C. Bressloff   PHYSICAL REVIEW E

Nonequilibrium dynamics of stochastic point processes with refractoriness

(2010) Moritz Deger et al.   PHYSICAL REVIEW E

The Asynchronous State in Cortical Circuits

(2010) A. Renart et al.   SCIENCE

How Noisy Adaptation of Neurons Shapes Interspike Interval Histograms and Correlations

(2010) Tilo Schwalger et al.   PLoS Computational Biology

Balance between noise and adaptation in competition models of perceptual bistability

(2009) Asya Shpiro et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Mean-Field Approximations for Coupled Populations of Generalized Linear Model Spiking Neurons with Markov Refractoriness

(2009) Taro Toyoizumi et al.   NEURAL COMPUTATION

Systematic Fluctuation Expansion for Neural Network Activity Equations

(2009) Michael A. Buice et al.   NEURAL COMPUTATION

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

(2009) Sandrine Lefort et al.   NEURON

Dynamics of populations and networks of neurons with voltage-activated and calcium-activated currents

(2009) Magnus J. E. Richardson   PHYSICAL REVIEW E

Stochastic Neural Field Theory and the System-Size Expansion

(2009) Paul C. Bressloff   SIAM JOURNAL ON APPLIED MATHEMATICS

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

Efficient evaluation of neuron populations receiving colored-noise current based on a refractory density method

(2008) Anton V. Chizhov et al.   PHYSICAL REVIEW E

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2008) Gustavo Deco et al.   PLoS Computational Biology