Autonomous emergence of connectivity assemblies via spike triplet interactions

Stability of spontaneous, correlated activity in mouse auditory cortex

(2019) Richard F. Betzel et al.   PLoS Computational Biology

Training and Spontaneous Reinforcement of Neuronal Assemblies by Spike Timing Plasticity

(2018) Gabriel Koch Ocker et al.   CEREBRAL CORTEX

Principles of Functional Circuit Connectivity: Insights From Spontaneous Activity in the Zebrafish Optic Tectum

(2018) Emiliano Marachlian et al.   Frontiers in Neural Circuits

Modulation of Spike-Timing Dependent Plasticity: Towards the Inclusion of a Third Factor in Computational Models

(2018) Alexandre Foncelle et al.   Frontiers in Computational Neuroscience

Functional triplet motifs underlie accurate predictions of single-trial responses in populations of tuned and untuned V1 neurons

(2018) Joseph B. Dechery et al.   PLoS Computational Biology

Emergence of spontaneous assembly activity in developing neural networks without afferent input

(2018) Marcus A. Triplett et al.   PLoS Computational Biology

Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

(2017) Ran Rubin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Emergence of the Spatial Structure of Tectal Spontaneous Activity Is Independent of Visual Inputs

(2017) Thomas Pietri et al.   Cell Reports

From Cajal to Connectome and Beyond

(2016) Larry W. Swanson et al.   Annual Review of Neuroscience

Computational implications of biophysical diversity and multiple timescales in neurons and synapses for circuit performance

(2016) Julijana Gjorgjieva et al.   CURRENT OPINION IN NEUROBIOLOGY

Natural Firing Patterns Imply Low Sensitivity of Synaptic Plasticity to Spike Timing Compared with Firing Rate

(2016) M. Graupner et al.   JOURNAL OF NEUROSCIENCE

Homeostatic Activity-Dependent Tuning of Recurrent Networks for Robust Propagation of Activity

(2016) Julijana Gjorgjieva et al.   JOURNAL OF NEUROSCIENCE

Anatomy and function of an excitatory network in the visual cortex

(2016) Wei-Chung Allen Lee et al.   NATURE

Functional and structural underpinnings of neuronal assembly formation in learning

(2016) Anthony Holtmaat et al.   NATURE NEUROSCIENCE

Imprinting and recalling cortical ensembles

(2016) L. Carrillo-Reid et al.   SCIENCE

Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules

(2016) Nicolas Frémaux et al.   Frontiers in Neural Circuits

Spontaneous emergence of fast attractor dynamics in a model of developing primary visual cortex

(2016) Thomas Miconi et al.   Nature Communications

Shaping Neural Circuits by High Order Synaptic Interactions

(2016) Neta Ravid Tannenbaum et al.   PLoS Computational Biology

Interplay between Graph Topology and Correlations of Third Order in Spiking Neuronal Networks

(2016) Stojan Jovanović et al.   PLoS Computational Biology

Plasticity-Driven Self-Organization under Topological Constraints Accounts for Non-random Features of Cortical Synaptic Wiring

(2016) Daniel Miner et al.   PLoS Computational Biology

Functional organization of excitatory synaptic strength in primary visual cortex

(2015) Lee Cossell et al.   NATURE

Spontaneous Activity Drives Local Synaptic Plasticity In Vivo

(2015) Johan Winnubst et al.   NEURON

Spontaneous Neuronal Network Dynamics Reveal Circuit’s Functional Adaptations for Behavior

(2015) Sebastián A. Romano et al.   NEURON

Quantifying higher-order correlations in a neuronal pool

(2015) Lisandro Montangie et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Cumulants of Hawkes point processes

(2015) Stojan Jovanović et al.   PHYSICAL REVIEW E

Input nonlinearities can shape beyond-pairwise correlations and improve information transmission by neural populations

(2015) Joel Zylberberg et al.   PHYSICAL REVIEW E

Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks

(2015) Friedemann Zenke et al.   Nature Communications

Self-Organization of Microcircuits in Networks of Spiking Neurons with Plastic Synapses

(2015) Gabriel Koch Ocker et al.   PLoS Computational Biology

Local paths to global coherence: Cutting networks down to size

(2014) Yu Hu et al.   PHYSICAL REVIEW E

Emergence of Connectivity Motifs in Networks of Model Neurons with Short- and Long-Term Plastic Synapses

(2014) Eleni Vasilaki et al.   PLoS One

Interplay between Short- and Long-Term Plasticity in Cell-Assembly Formation

(2014) Naoki Hiratani et al.   PLoS One

Visual stimuli recruit intrinsically generated cortical ensembles

(2014) J.-e. K. Miller et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Connectomics at the cutting edge: Challenges and opportunities in high-resolution brain mapping

(2014) J. Lichtman et al.   SCIENCE

When do microcircuits produce beyond-pairwise correlations?

(2014) Andrea K. Barreiro et al.   Frontiers in Computational Neuroscience

Formation and maintenance of neuronal assemblies through synaptic plasticity

(2014) Ashok Litwin-Kumar et al.   Nature Communications

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

(2014) Moritz Helias et al.   PLoS Computational Biology

Motif statistics and spike correlations in neuronal networks

(2013) Yu Hu et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

The emergence of functional microcircuits in visual cortex

(2013) Ho Ko et al.   NATURE

Spectra of random graphs with arbitrary expected degrees

(2013) Raj Rao Nadakuditi et al.   PHYSICAL REVIEW E

Direction selectivity in the visual system of the zebrafish larva

(2013) Christoph Gebhardt et al.   Frontiers in Neural Circuits

The relevance of network micro-structure for neural dynamics

(2013) Volker Pernice et al.   Frontiers in Computational Neuroscience

Circuit reactivation dynamically regulates synaptic plasticity in neocortex

(2013) Peter B. Kruskal et al.   Nature Communications

Pairwise Analysis Can Account for Network Structures Arising from Spike-Timing Dependent Plasticity

(2013) Baktash Babadi et al.   PLoS Computational Biology

Conditional modulation of spike-timing-dependent plasticity for olfactory learning

(2012) Stijn Cassenaer et al.   NATURE

Retinal waves coordinate patterned activity throughout the developing visual system

(2012) James B. Ackman et al.   NATURE

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

Balancing Feed-Forward Excitation and Inhibition via Hebbian Inhibitory Synaptic Plasticity

(2012) Yotam Luz et al.   PLoS Computational Biology

Higher-Order Interactions Characterized in Cortical Activity

(2011) S. Yu et al.   JOURNAL OF NEUROSCIENCE

Functional specificity of local synaptic connections in neocortical networks

(2011) Ho Ko et al.   NATURE

Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity

(2011) Jakob H. Macke et al.   PHYSICAL REVIEW LETTERS

A synaptic organizing principle for cortical neuronal groups

(2011) R. Perin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations

(2011) J. Gjorgjieva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks

(2011) T. P. Vogels et al.   SCIENCE

The Interaction of Intrinsic Dynamics and Network Topology in Determining Network Burst Synchrony

(2011) Chris Gaiteri et al.   Frontiers in Computational Neuroscience

The Role of Degree Distribution in Shaping the Dynamics in Networks of Sparsely Connected Spiking Neurons

(2011) Alex Roxin   Frontiers in Computational Neuroscience

Synchronization from Second Order Network Connectivity Statistics

(2011) Liqiong Zhao et al.   Frontiers in Computational Neuroscience

How Structure Determines Correlations in Neuronal Networks

(2011) Volker Pernice et al.   PLoS Computational Biology

Information-geometric measure of 3-neuron firing patterns characterizes scale-dependence in cortical networks

(2010) Ifije E. Ohiorhenuan et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Sparse coding and high-order correlations in fine-scale cortical networks

(2010) Ifije E. Ohiorhenuan et al.   NATURE

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity

(2010) Ila R. Fiete et al.   NEURON

Neural Syntax: Cell Assemblies, Synapsembles, and Readers

(2010) György Buzsáki   NEURON

The Asynchronous State in Cortical Circuits

(2010) A. Renart et al.   SCIENCE

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity

(2009) Matthieu Gilson et al.   BIOLOGICAL CYBERNETICS

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity–strengthening correlated input pathways

(2009) Matthieu Gilson et al.   BIOLOGICAL CYBERNETICS

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV

(2009) Matthieu Gilson et al.   BIOLOGICAL CYBERNETICS

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity—symmetry breaking

(2009) Matthieu Gilson et al.   BIOLOGICAL CYBERNETICS

Correlations in spiking neuronal networks with distance dependent connections

(2009) Birgit Kriener et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Internally Mediated Developmental Desynchronization of Neocortical Network Activity

(2009) P. Golshani et al.   JOURNAL OF NEUROSCIENCE

Mechanisms underlying spontaneous patterned activity in developing neural circuits

(2009) Aaron G. Blankenship et al.   NATURE REVIEWS NEUROSCIENCE

Complex network measures of brain connectivity: Uses and interpretations

(2009) Mikail Rubinov et al.   NEUROIMAGE

Sparsification of neuronal activity in the visual cortex at eye-opening

(2009) N. L. Rochefort et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Associative memory models: from the cell-assembly theory to biophysically detailed cortex simulations

(2009) Anders Lansner   TRENDS IN NEUROSCIENCES

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

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

(2008) Jonathan W. Pillow et al.   NATURE

Community Structure in Directed Networks

(2008) E. A. Leicht et al.   PHYSICAL REVIEW LETTERS

On Dynamics of Integrate-and-Fire Neural Networks with Conductance Based Synapses

(2008) Bruno Cessac   Frontiers in Computational Neuroscience

Synaptic plasticity, memory and the hippocampus: a neural network approach to causality

(2007) Guilherme Neves et al.   NATURE REVIEWS NEUROSCIENCE