Neural correlations, population coding and computation

BB Averbeck, PE Latham, A Pouget - Nature reviews neuroscience, 2006 - nature.com
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 …

A tutorial for information theory in neuroscience

NM Timme, C Lapish - eneuro, 2018 - eneuro.org
Understanding how neural systems integrate, encode, and compute information is central to
understanding brain function. Frequently, data from neuroscience experiments are …

Posterior parietal cortex represents sensory history and mediates its effects on behaviour

A Akrami, CD Kopec, ME Diamond, CD Brody - Nature, 2018 - nature.com
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 …

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 …

Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay

A Melnikov, A Murugan, X Zhang, T Tesileanu… - Nature …, 2012 - nature.com
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 …

How local excitation–inhibition ratio impacts the whole brain dynamics

G Deco, A Ponce-Alvarez, P Hagmann… - Journal of …, 2014 - jneurosci.org
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 …

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 …

Entropy and information in neural spike trains

SP Strong, R Koberle, RRDR Van Steveninck… - Physical review …, 1998 - APS
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 …

Causality detection based on information-theoretic approaches in time series analysis

K Hlaváčková-Schindler, M Paluš, M Vejmelka… - Physics Reports, 2007 - Elsevier
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 …

Cosmic Bell test using random measurement settings from high-redshift quasars

D Rauch, J Handsteiner, A Hochrainer, J Gallicchio… - Physical review …, 2018 - APS
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 …