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Sampling bias corrections for accurate neural measures of redundant, unique, and synergistic information
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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A Mathematical Theory of Communication
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The statistical reliability of signals in single neurons in cat and monkey visual cortex
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Sequential transmission of task-relevant information in cortical neuronal networks
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Gene Regulatory Network Inference from Single-Cell Data Using Multivariate Information Measures
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Information theoretic approaches to understanding circuit function
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Information flow between motor cortex and striatum reverses during skill learning
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Continuity and additivity properties of information decompositions
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An information theoretic approach to EEG–fMRI integration of visually evoked responses
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Synergistic Coding of Visual Information in Columnar Networks
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Information decomposition and the informational architecture of the brain
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Sensory neural codes using multiplexed temporal scales
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The Role of Spike Timing in the Coding of Stimulus Location in Rat Somatosensory Cortex
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Coding of visual information by precisely correlated spikes in the lateral geniculate nucleus
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Retinal ganglion cells act largely as independent encoders
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Weak pairwise correlations imply strongly correlated network states in a neural population
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Sparse coding and high-order correlations in fine-scale cortical networks
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Distinct timescales of population coding across cortex
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Neural correlations, population coding and computation
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Extracting information from neuronal populations: information theory and decoding approaches
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Inferring spatial and signaling relationships between cells from single cell transcriptomic data
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Gamma oscillatory complexity conveys behavioral information in hippocampal networks
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The structures and functions of correlations in neural population codes
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Cortical responses to touch reflect subcortical integration of LTMR signals
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Synaptic wiring motifs in posterior parietal cortex support decision-making
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Correlations enhance the behavioral readout of neural population activity in association cortex
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A synergistic core for human brain evolution and cognition
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Single Units and Sensation: A Neuron Doctrine for Perceptual Psychology?
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Millisecond encoding precision of auditory cortex neurons
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Information-processing dynamics in neural networks of macaque cerebral cortex reflect cognitive state and behavior
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Analytical estimates of limited sampling biases in different information measures
inferredcites →https://doi.org/10.1088/0954-898x/14/1/303openalex-snapshot
An exact method to quantify the information transmitted by different mechanisms of correlational coding
inferredcites →https://doi.org/10.1093/cercor/bhk020openalex-snapshot
Decoding Near-Threshold Perception of Fear from Distributed Single-Trial Brain Activation
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Entropy and information in neural spike trains: Progress on the sampling problem
inferredcites →https://doi.org/10.1103/physreve.87.012130openalex-snapshot
Bivariate measure of redundant information
inferredcites →https://doi.org/10.1103/physreve.91.052802openalex-snapshot
Exploration of synergistic and redundant information sharing in static and dynamical Gaussian systems
inferredcites →https://doi.org/10.1103/physrevlett.80.197openalex-snapshot
Entropy and Information in Neural Spike Trains
inferredcites →https://doi.org/10.1126/science.1065839openalex-snapshot
Independent and Redundant Information in Nearby Cortical Neurons
inferredcites →https://doi.org/10.1126/science.1149639openalex-snapshot
Rapid Neural Coding in the Retina with Relative Spike Latencies
inferredcites →https://doi.org/10.1126/science.275.5307.1805openalex-snapshot
Reproducibility and Variability in Neural Spike Trains
inferredcites →https://doi.org/10.1126/science.abf4062openalex-snapshot
Multimodal perception links cellular state to decision-making in single cells
inferredcites →https://doi.org/10.1152/jn.00559.2007openalex-snapshot
Correcting for the Sampling Bias Problem in Spike Train Information Measures
inferredcites →https://doi.org/10.1162/089976603321780272openalex-snapshot
Estimation of Entropy and Mutual Information
inferredcites →https://doi.org/10.1162/089976699300016827openalex-snapshot
The Effect of Correlated Variability on the Accuracy of a Population Code
inferredcites →https://doi.org/10.1162/neco.1995.7.2.399openalex-snapshot
The Upward Bias in Measures of Information Derived from Limited Data Samples
inferredcites →https://doi.org/10.1186/1471-2202-10-81openalex-snapshot
A toolbox for the fast information analysis of multiple-site LFP, EEG and spike train recordings
inferredcites →https://doi.org/10.1186/s40708-023-00212-9openalex-snapshot
Behavioural relevance of redundant and synergistic stimulus information between functionally connected neurons in mouse auditory cortex
inferredcites →https://doi.org/10.1371/journal.pbio.3001530openalex-snapshot
Complementary encoding of spatial information in hippocampal astrocytes
inferredcites →https://doi.org/10.1371/journal.pcbi.1002922openalex-snapshot
Stimulus-dependent Maximum Entropy Models of Neural Population Codes
inferredcites →https://doi.org/10.1371/journal.pcbi.1004858openalex-snapshot
High-Degree Neurons Feed Cortical Computations
inferredcites →https://doi.org/10.1371/journal.pcbi.1005011openalex-snapshot
Phasic Burst Stimulation: A Closed-Loop Approach to Tuning Deep Brain Stimulation Parameters for Parkinson’s Disease
inferredcites →https://doi.org/10.1371/journal.pcbi.1009196openalex-snapshot
Partial information decomposition reveals that synergistic neural integration is greater downstream of recurrent information flow in organotypic cortical cultures
inferredcites →https://doi.org/10.1371/journal.pcbi.1011567openalex-snapshot
Information-theoretic analyses of neural data to minimize the effect of researchers’ assumptions in predictive coding studies
inferredcites →https://doi.org/10.1523/jneurosci.0009-08.2008openalex-snapshot
Low-Frequency Local Field Potentials and Spikes in Primary Visual Cortex Convey Independent Visual Information
inferredcites →https://doi.org/10.1523/jneurosci.23-37-11539.2003openalex-snapshot
Synergy, Redundancy, and Independence in Population Codes
inferredcites →https://doi.org/10.3390/e19080408openalex-snapshot
Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes
inferredcites →https://doi.org/10.3390/e19090451openalex-snapshot
Invariant Components of Synergy, Redundancy, and Unique Information among Three Variables
inferredcites →https://doi.org/10.3390/e19090494openalex-snapshot
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition
inferredcites →https://doi.org/10.3390/e20040271openalex-snapshot
BROJA-2PID: A Robust Estimator for Bivariate Partial Information Decomposition
inferredcites →https://doi.org/10.3390/e20040307openalex-snapshot
Information Decomposition of Target Effects from Multi-Source Interactions: Perspectives on Previous, Current and Future Work
inferredcites →https://doi.org/10.3390/e24030403openalex-snapshot
A Novel Approach to the Partial Information Decomposition
inferredcites →https://doi.org/10.3390/e26030271openalex-snapshot
A Measure of Synergy Based on Union Information
inferredcites →https://doi.org/10.48550/arxiv.1712.02449openalex-snapshot
Quantifying how much sensory information in a neural code is relevant for behavior
inferredcites →https://doi.org/10.48550/arxiv.2105.04187openalex-snapshot
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition
inferredcites →https://doi.org/10.48550/arxiv.physics/0212114openalex-snapshot
An information theoretic approach to the functional classification of neurons
inferredcites →https://doi.org/10.52202/075280-2806openalex-snapshot
An information-theoretic quantification of the content of communication between brain regions
inferredcites →https://doi.org/10.52202/075280-3262openalex-snapshot
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
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Entropy and Inference, Revisited
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1016/j.chaos.2025.117252openalex-snapshot
Boosting transfer entropy estimation accuracy with machine learning for finite-length sequences
inferred← citeshttps://doi.org/10.1038/s41467-025-61010-xopenalex-snapshot
Confirmation bias through selective readout of information encoded in human parietal cortex
inferred← citeshttps://doi.org/10.1038/s41583-025-00989-0openalex-snapshot
Towards an informational account of interpersonal coordination
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1013130openalex-snapshot
Information theoretic measures of neural and behavioural coupling predict representational drift
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