A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings

A Mathematical Theory of Communication

1948 • 73,365 citations

Elements of Information Theory

2001 • 38,276 citations

EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

2004 • 20,995 citations

Elements of Information Theory

2005 • 12,573 citations

Measuring Information Transfer

2000 • 3,896 citations

What we can do and what we cannot do with fMRI

2008 • 3,263 citations

Spikes: Exploring the Neural Code

1996 • 2,990 citations

Spectral Analysis for Physical Applications

1993 • 2,119 citations

Large-scale recording of neuronal ensembles

2004 • 1,769 citations

Weak pairwise correlations imply strongly correlated network states in a neural population

2006 • 1,747 citations

Neural correlations, population coding and computation

2006 • 1,741 citations

Network structure of cerebral cortex shapes functional connectivity on multiple time scales

2007 • 1,720 citations

Low-frequency neuronal oscillations as instruments of sensory selection

2008 • 1,504 citations

Estimation of Entropy and Mutual Information

2003 • 1,386 citations

Correlated neuronal activity and the flow of neural information

2001 • 1,335 citations

Neuronal Spike Trains and Stochastic Point Processes

1967 • 1,297 citations

Information theory and neural coding

1999 • 1,122 citations

Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques.

1997 • 1,014 citations

Entropy and Information in Neural Spike Trains

1998 • 1,002 citations

Multiple neural spike train data analysis: state-of-the-art and future challenges

2004 • 878 citations

The Effect of Correlated Variability on the Accuracy of a Population Code

1999 • 855 citations

The Distribution of Chi-Square

1931 • 793 citations

Extracting information from neuronal populations: information theory and decoding approaches

2009 • 783 citations

Nature and precision of temporal coding in visual cortex: a metric-space analysis

1996 • 623 citations

Neurophysiology of the BOLD fMRI Signal in Awake Monkeys

2008 • 581 citations

Synergy, Redundancy, and Independence in Population Codes

2003 • 513 citations

The Structure of Multi-Neuron Firing Patterns in Primate Retina

2006 • 487 citations

Spike-Phase Coding Boosts and Stabilizes Information Carried by Spatial and Temporal Spike Patterns

2009 • 480 citations

Propagating waves mediate information transfer in the motor cortex

2006 • 467 citations

The Role of Spike Timing in the Coding of Stimulus Location in Rat Somatosensory Cortex

2001 • 450 citations

How independent are the messages carried by adjacent inferior temporal cortical neurons?

1993 • 438 citations

Correcting for the Sampling Bias Problem in Spike Train Information Measures

2007 • 433 citations

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

2008 • 430 citations

Sampling Properties of the Spectrum and Coherency of Sequences of Action Potentials

2001 • 414 citations

Hand Movement Direction Decoded from MEG and EEG

2008 • 408 citations

Massively Parallel Recording of Unit and Local Field Potentials With Silicon-Based Electrodes

2003 • 399 citations

Analytical estimates of limited sampling biases in different information measures

1996 • 398 citations

Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. III. Information theoretic analysis

1987 • 392 citations

Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex

2008 • 388 citations

Correlations and the encoding of information in the nervous system

1999 • 356 citations

Retinal ganglion cells act largely as independent encoders

2001 • 326 citations

Object Selectivity of Local Field Potentials and Spikes in the Macaque Inferior Temporal Cortex

2006 • 324 citations

Encoding of Naturalistic Stimuli by Local Field Potential Spectra in Networks of Excitatory and Inhibitory Neurons

2008 • 301 citations

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

2008 • 300 citations

Neuronal Interactions Improve Cortical Population Coding of Movement Direction

1999 • 299 citations

Relation between oscillatory activity and long-range synchronization in cat visual cortex.

1995 • 296 citations

Information encoding and the responses of single neurons in the primate temporal visual cortex

1993 • 295 citations

Entropy and information in neural spike trains: Progress on the sampling problem

2004 • 270 citations

Population Coding of Stimulus Location in Rat Somatosensory Cortex

2001 • 262 citations

Correlated firing of cat retinal ganglion cells. I. Spontaneously active inputs to X- and Y-cells

1983 • 256 citations

Information about movement direction obtained from synchronous activity of motor cortical neurons

1998 • 242 citations

Binless strategies for estimation of information from neural data

2002 • 241 citations

Characterizing the statistical properties of mutual information in mimo channels

2003 • 240 citations

Synergy, Redundancy, and Independence in Population Codes, Revisited

2005 • 235 citations

The `Ideal Homunculus': decoding neural population signals

1998 • 231 citations

Plasticity of Temporal Pattern Codes for Vocalization Stimuli in Primary Auditory Cortex

2006 • 230 citations

Decoding neuronal spike trains: How important are correlations?

2003 • 226 citations

Untitled

1996 • 207 citations

On the entropy of continuous probability distributions (Corresp.)

1978 • 184 citations

An exact method to quantify the information transmitted by different mechanisms of correlational coding

2003 • 183 citations

The Distribution of the Determinant of a Complex Wishart Distributed Matrix

1963 • 176 citations

Whisker Vibration Information Carried by Rat Barrel Cortex Neurons

2004 • 152 citations

Information-Geometric Measure for Neural Spikes

2002 • 138 citations

Approaches to Information-Theoretic Analysis of Neural Activity

2006 • 117 citations

Decoding Near-Threshold Perception of Fear from Distributed Single-Trial Brain Activation

2006 • 110 citations

Unbiased measures of transmitted information and channel capacity from multivariate neuronal data

1991 • 103 citations

The Role of Correlations in Direction and Contrast Coding in the Primary Visual Cortex

2007 • 101 citations

Tight Data-Robust Bounds to Mutual Information Combining Shuffling and Model Selection Techniques

2007 • 98 citations

Role of Spike Timing in the Forelimb Somatosensory Cortex of the Rat

2004 • 76 citations

The temporal resolution of neural codes: does response latency have a unique role?

2002 • 64 citations

Proposed System of Terminology for Preparations of Adrenocorticotropic Hormone

1959 • 63 citations

Local Field Potentials and Spikes in the Human Medial Temporal Lobe are Selective to Image Category

2007 • 62 citations

Python for information theoretic analysis of neural data

2009 • 60 citations

Estimation of the entropy of a multivariate normal distribution

2003 • 56 citations

Spike Train Analysis Toolkit: Enabling Wider Application of Information-Theoretic Techniques to Neurophysiology

2009 • 54 citations

The Information Content of Receptive Fields

2003 • 54 citations

Prediction of Subjective Affective State From Brain Activations

2008 • 51 citations

Correlations, feature-binding and population coding in primary visual cortex

2003 • 50 citations

Formal and Attribute-Specific Information in Primary Visual Cortex

2001 • 45 citations

Spatio-temporal information analysis of event-related BOLD responses

2006 • 43 citations

Correlations, feature-binding and population coding in primary visual cortex

2003 • 42 citations

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

2008 • 31 citations

Synchronization of Unit Activity in the Cerebral Cortex

1959 • 22 citations