Dimensionality in recurrent spiking networks: Global trends in activity and local origins in connectivity

A Complete Electron Microscopy Volume of the Brain of Adult Drosophila melanogaster

(2018) Zhihao Zheng et al.   CELL

Predicting how and when hidden neurons skew measured synaptic interactions

(2018) Braden A. W. Brinkman et al.   PLoS Computational Biology

Optimal Degrees of Synaptic Connectivity

(2017) Ashok Litwin-Kumar et al.   NEURON

Neuroscience-Inspired Artificial Intelligence

(2017) Demis Hassabis et al.   NEURON

Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks

(2017) N. Alex Cayco-Gajic et al.   Nature Communications

Intrinsically-generated fluctuating activity in excitatory-inhibitory networks

(2017) Francesca Mastrogiuseppe et al.   PLoS Computational Biology

Linking structure and activity in nonlinear spiking networks

(2017) Gabriel Koch Ocker et al.   PLoS Computational Biology

Anatomy and function of an excitatory network in the visual cortex

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

The spatial structure of correlated neuronal variability

(2016) Robert Rosenbaum et al.   NATURE NEUROSCIENCE

The mechanics of state-dependent neural correlations

(2016) Brent Doiron et al.   NATURE NEUROSCIENCE

Direction-Selective Circuits Shape Noise to Ensure a Precise Population Code

(2016) Joel Zylberberg et al.   NEURON

Temporal pairwise spike correlations fully capture single-neuron information

(2016) Amadeus Dettner et al.   Nature Communications

Random synaptic feedback weights support error backpropagation for deep learning

(2016) Timothy P. Lillicrap et al.   Nature Communications

Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models

(2016) Ryan C. Williamson et al.   PLoS Computational Biology

Saturated Reconstruction of a Volume of Neocortex

(2015) Narayanan Kasthuri et al.   CELL

A multilevel multimodal circuit enhances action selection in Drosophila

(2015) Tomoko Ohyama et al.   NATURE

Functional organization of excitatory synaptic strength in primary visual cortex

(2015) Lee Cossell et al.   NATURE

Waking State: Rapid Variations Modulate Neural and Behavioral Responses

(2015) Matthew J. McGinley et al.   NEURON

Improved Estimation and Interpretation of Correlations in Neural Circuits

(2015) Dimitri Yatsenko et al.   PLoS Computational Biology

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

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

Partitioning neuronal variability

(2014) Robbe L T Goris et al.   NATURE NEUROSCIENCE

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

Information-limiting correlations

(2014) Rubén Moreno-Bote et al.   NATURE NEUROSCIENCE

State Dependence of Noise Correlations in Macaque Primary Visual Cortex

(2014) Alexander S. Ecker et al.   NEURON

Local paths to global coherence: Cutting networks down to size

(2014) Yu Hu et al.   PHYSICAL REVIEW E

Target control of complex networks

(2014) Jianxi Gao et al.   Nature Communications

Motif statistics and spike correlations in neuronal networks

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

Dendritic spikes enhance stimulus selectivity in cortical neurons in vivo

(2013) Spencer L. Smith et al.   NATURE

Connectomic reconstruction of the inner plexiform layer in the mouse retina

(2013) Moritz Helmstaedter et al.   NATURE

Recurrent interactions in spiking networks with arbitrary topology

(2012) Volker Pernice et al.   PHYSICAL REVIEW E

Impact of Network Structure and Cellular Response on Spike Time Correlations

(2012) James Trousdale et al.   PLoS Computational Biology

Large-Scale Automated Histology in the Pursuit of Connectomes

(2011) D. Kleinfeld et al.   JOURNAL OF NEUROSCIENCE

Network anatomy and in vivo physiology of visual cortical neurons

(2011) Davi D. Bock et al.   NATURE

Wiring specificity in the direction-selectivity circuit of the retina

(2011) Kevin L. Briggman et al.   NATURE

Controllability of complex networks

(2011) Yang-Yu Liu et al.   NATURE

Measuring and interpreting neuronal correlations

(2011) Marlene R Cohen et al.   NATURE 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

Ultrastructural Analysis of Hippocampal Neuropil from the Connectomics Perspective

(2010) Yuriy Mishchenko et al.   NEURON

The Asynchronous State in Cortical Circuits

(2010) A. Renart et al.   SCIENCE

A new look at state-space models for neural data

(2009) Liam Paninski et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

How Connectivity, Background Activity, and Synaptic Properties Shape the Cross-Correlation between Spike Trains

(2009) S. Ostojic et al.   JOURNAL OF NEUROSCIENCE

Diagrammatic expansion of pulse-coupled network dynamics in terms of subnetworks

(2009) Aaditya V. Rangan   PHYSICAL REVIEW E

Diagrammatic Expansion of Pulse-Coupled Network Dynamics

(2009) Aaditya V. Rangan   PHYSICAL REVIEW LETTERS

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

(2008) Jonathan W. Pillow et al.   NATURE

Correlation and Synchrony Transfer in Integrate-and-Fire Neurons: Basic Properties and Consequences for Coding

(2008) Eric Shea-Brown et al.   PHYSICAL REVIEW LETTERS