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[HTML][HTML] Information decomposition and the informational architecture of the brain
To explain how the brain orchestrates information-processing for cognition, we must
understand information itself. Importantly, information is not a monolithic entity. Information …
understand information itself. Importantly, information is not a monolithic entity. Information …
Hierarchical process memory: memory as an integral component of information processing
Models of working memory (WM) commonly focus on how information is encoded into and
retrieved from storage at specific moments. However, in the majority of real-life processes …
retrieved from storage at specific moments. However, in the majority of real-life processes …
Neuromorphic electronic circuits for building autonomous cognitive systems
Several analog and digital brain-inspired electronic systems have been recently proposed
as dedicated solutions for fast simulations of spiking neural networks. While these …
as dedicated solutions for fast simulations of spiking neural networks. While these …
A statistical framework for neuroimaging data analysis based on mutual information estimated via a gaussian copula
We begin by reviewing the statistical framework of information theory as applicable to
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …
Modelling and analysis of local field potentials for studying the function of cortical circuits
The past decade has witnessed a renewed interest in cortical local field potentials (LFPs)—
that is, extracellularly recorded potentials with frequencies of up to∼ 500 Hz. This is due to …
that is, extracellularly recorded potentials with frequencies of up to∼ 500 Hz. This is due to …
Nonnegative decomposition of multivariate information
Of the various attempts to generalize information theory to multiple variables, the most
widely utilized, interaction information, suffers from the problem that it is sometimes negative …
widely utilized, interaction information, suffers from the problem that it is sometimes negative …
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 …
Pathological synchronization in Parkinson's disease: networks, models and treatments
Parkinson's disease is a common and disabling disorder of movement owing to
dopaminergic denervation of the striatum. However, it is still unclear how this denervation …
dopaminergic denervation of the striatum. However, it is still unclear how this denervation …
Spatio-temporal correlations and visual signalling in a complete neuronal population
Statistical dependencies in the responses of sensory neurons govern both the amount of
stimulus information conveyed and the means by which downstream neurons can extract it …
stimulus information conveyed and the means by which downstream neurons can extract it …
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 …