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Neural correlations, population coding and computation
How the brain encodes information in population activity, and how it combines and
manipulates that activity as it carries out computations, are questions that lie at the heart of …
manipulates that activity as it carries out computations, are questions that lie at the heart of …
A tutorial for information theory in neuroscience
Understanding how neural systems integrate, encode, and compute information is central to
understanding brain function. Frequently, data from neuroscience experiments are …
understanding brain function. Frequently, data from neuroscience experiments are …
Posterior parietal cortex represents sensory history and mediates its effects on behaviour
Many models of cognition and of neural computations posit the use and estimation of prior
stimulus statistics,,,: it has long been known that working memory and perception are …
stimulus statistics,,,: it has long been known that working memory and perception are …
Equitability, mutual information, and the maximal information coefficient
JB Kinney, GS Atwal - Proceedings of the National Academy of Sciences, 2014 - pnas.org
How should one quantify the strength of association between two random variables without
bias for relationships of a specific form? Despite its conceptual simplicity, this notion of …
bias for relationships of a specific form? Despite its conceptual simplicity, this notion of …
Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay
Learning to read and write the transcriptional regulatory code is of central importance to
progress in genetic analysis and engineering. Here we describe a massively parallel …
progress in genetic analysis and engineering. Here we describe a massively parallel …
How local excitation–inhibition ratio impacts the whole brain dynamics
The spontaneous activity of the brain shows different features at different scales. On one
hand, neuroimaging studies show that long-range correlations are highly structured in …
hand, neuroimaging studies show that long-range correlations are highly structured in …
Estimation of entropy and mutual information
L Paninski - Neural computation, 2003 - ieeexplore.ieee.org
We present some new results on the nonparametric estimation of entropy and mutual
information. First, we use an exact local expansion of the entropy function to prove almost …
information. First, we use an exact local expansion of the entropy function to prove almost …
Entropy and information in neural spike trains
The nervous system represents time dependent signals in sequences of discrete, identical
action potentials or spikes; information is carried only in the spike arrival times. We show …
action potentials or spikes; information is carried only in the spike arrival times. We show …
Causality detection based on information-theoretic approaches in time series analysis
Synchronization, a basic nonlinear phenomenon, is widely observed in diverse complex
systems studied in physical, biological and other natural sciences, as well as in social …
systems studied in physical, biological and other natural sciences, as well as in social …
Cosmic Bell test using random measurement settings from high-redshift quasars
In this Letter, we present a cosmic Bell experiment with polarization-entangled photons, in
which measurement settings were determined based on real-time measurements of the …
which measurement settings were determined based on real-time measurements of the …