A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding

Dynamic reconfiguration of human brain functional networks through neurofeedback

(2013) Sven Haller et al.   NEUROIMAGE

On the spectral formulation of Granger causality

(2012) D. Chicharro   BIOLOGICAL CYBERNETICS

Low error discrimination using a correlated population code

(2012) Greg Schwartz et al.   JOURNAL OF NEUROPHYSIOLOGY

Perceptual Inference Predicts Contextual Modulations of Sensory Responses

(2012) T. Lochmann et al.   JOURNAL OF NEUROSCIENCE

Framework to study dynamic dependencies in networks of interacting processes

(2012) Daniel Chicharro et al.   PHYSICAL REVIEW E

When Two Become One: The Limits of Causality Analysis of Brain Dynamics

(2012) Daniel Chicharro et al.   PLoS One

Modeling the impact of common noise inputs on the network activity of retinal ganglion cells

(2011) Michael Vidne et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Fast reconfiguration of high-frequency brain networks in response to surprising changes in auditory input

(2011) Ruth M. Nicol et al.   JOURNAL OF NEUROPHYSIOLOGY

The Architecture of Functional Interaction Networks in the Retina

(2011) E. Ganmor et al.   JOURNAL OF NEUROSCIENCE

The Effect of Noise Correlations in Populations of Diversely Tuned Neurons

(2011) A. S. Ecker et al.   JOURNAL OF NEUROSCIENCE

What can spike train distances tell us about the neural code?

(2011) Daniel Chicharro et al.   JOURNAL OF NEUROSCIENCE METHODS

A novel test to determine the significance of neural selectivity to single and multiple potentially correlated stimulus features

(2011) Robin A.A. Ince et al.   JOURNAL OF NEUROSCIENCE METHODS

Effective connectivity: Influence, causality and biophysical modeling

(2011) Pedro A. Valdes-Sosa et al.   NEUROIMAGE

Information Loss Associated with Imperfect Observation and Mismatched Decoding

(2011) Masafumi Oizumi et al.   Frontiers in Computational Neuroscience

Mismatched Decoding in the Brain

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

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

(2010) Ifije E. Ohiorhenuan et al.   NATURE

Noise correlations improve response fidelity and stimulus encoding

(2010) Jon Cafaro et al.   NATURE

Information-theoretic methods for studying population codes

(2010) Robin A.A. Ince et al.   NEURAL NETWORKS

Decorrelated Neuronal Firing in Cortical Microcircuits

(2010) A. S. Ecker et al.   SCIENCE

Stimulus-Dependent Correlations and Population Codes

(2009) Krešimir Josić et al.   NEURAL COMPUTATION

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON

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

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

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

Low-Frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information

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

On the use of information theory for the analysis of the relationship between neural and imaging signals

(2008) Stefano Panzeri et al.   MAGNETIC RESONANCE IMAGING

Mutual Information Expansion for Studying the Role of Correlations in Population Codes: How Important Are Autocorrelations?

(2008) A. Scaglione et al.   NEURAL COMPUTATION