State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data

Assessment of synchrony in multiple neural spike trains using loglinear point process models

(2011) Robert E. Kass et al.   Annals of Applied Statistics

The Ising decoder: reading out the activity of large neural ensembles

(2011) Michael T. Schaub et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Higher-Order Interactions Characterized in Cortical Activity

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

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 statistical description of neural ensemble dynamics

(2011) John D. Long II   Frontiers in Computational Neuroscience

A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity

(2011) Sanggyun Kim et al.   PLoS Computational Biology

Dynamics of Stimulus-Evoked Spike Timing Correlations in the Cat Lateral Geniculate Nucleus

(2010) Hiroyuki Ito et al.   JOURNAL OF NEUROPHYSIOLOGY

Mismatched Decoding in the Brain

(2010) M. Oizumi et al.   JOURNAL OF NEUROSCIENCE

Hierarchical Interaction Structure of Neural Activities in Cortical Slice Cultures

(2010) G. S. Santos et al.   JOURNAL OF NEUROSCIENCE

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

(2010) Ifije E. Ohiorhenuan et al.   NATURE

Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding

(2010) Arvind Kumar et al.   NATURE REVIEWS NEUROSCIENCE

Surrogate spike train generation through dithering in operational time

(2010) Sebastien G. Louis   Frontiers in Computational Neuroscience

Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference

(2010) Benjamin Staude   Frontiers in Computational Neuroscience

CuBIC: cumulant based inference of higher-order correlations in massively parallel spike trains

(2009) Benjamin Staude et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Kernel bandwidth optimization in spike rate estimation

(2009) Hideaki Shimazaki et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Data-Driven Significance Estimation for Precise Spike Correlation

(2009) Sonja Grün   JOURNAL OF NEUROPHYSIOLOGY

Long-Term Modifications in Motor Cortical Dynamics Induced by Intensive Practice

(2009) B. E. Kilavik et al.   JOURNAL OF NEUROSCIENCE

The Structure of Large-Scale Synchronized Firing in Primate Retina

(2009) J. Shlens et al.   JOURNAL OF NEUROSCIENCE

Collective dynamics in human and monkey sensorimotor cortex: predicting single neuron spikes

(2009) Wilson Truccolo et al.   NATURE NEUROSCIENCE

The impact of high-order interactions on the rate of synchronous discharge and information transmission in somatosensory cortex

(2009) F. Montani et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Prediction of Spatiotemporal Patterns of Neural Activity from Pairwise Correlations

(2009) O. Marre et al.   PHYSICAL REVIEW LETTERS

Sub-millisecond firing synchrony of closely neighboring pyramidal neurons in hippocampal CA1 of rats during delayed non-matching to sample task

(2009) Susumu Takahashi   Frontiers in Neural Circuits

Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation

(2009) Arno Onken et al.   PLoS Computational Biology

Relating Neuronal Firing Patterns to Functional Differentiation of Cerebral Cortex

(2009) Shigeru Shinomoto et al.   PLoS Computational Biology

Pairwise Maximum Entropy Models for Studying Large Biological Systems: When They Can Work and When They Can't

(2009) Yasser Roudi et al.   PLoS Computational Biology

Bayesian Inference of Functional Connectivity and Network Structure From Spikes

(2008) I.H. Stevenson et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Synchronization of Neuronal Responses in Primary Visual Cortex of Monkeys Viewing Natural Images

(2008) Pedro Maldonado et al.   JOURNAL OF NEUROPHYSIOLOGY

Analysis of Between-Trial and Within-Trial Neural Spiking Dynamics

(2008) Gabriela Czanner et al.   JOURNAL OF NEUROPHYSIOLOGY

A Maximum Entropy Model Applied to Spatial and Temporal Correlations from Cortical Networks In Vitro

(2008) A. Tang et al.   JOURNAL OF NEUROSCIENCE

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

(2008) Jonathan W. Pillow et al.   NATURE

Behavior-dependent short-term assembly dynamics in the medial prefrontal cortex

(2008) Shigeyoshi Fujisawa et al.   NATURE NEUROSCIENCE

Measure of Correlation Orthogonal to Change in Firing Rate

(2008) Shun-ichi Amari   NEURAL COMPUTATION