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How cortical circuits implement cortical computations: mouse visual cortex as a model
CM Niell, M Scanziani - Annual Review of Neuroscience, 2021 - annualreviews.org
The mouse, as a model organism to study the brain, gives us unprecedented experimental
access to the mammalian cerebral cortex. By determining the cortex's cellular composition …
access to the mammalian cerebral cortex. By determining the cortex's cellular composition …
Not so spontaneous: Multi-dimensional representations of behaviors and context in sensory areas
Sensory areas are spontaneously active in the absence of sensory stimuli. This
spontaneous activity has long been studied; however, its functional role remains largely …
spontaneous activity has long been studied; however, its functional role remains largely …
Spontaneous behaviors drive multidimensional, brainwide activity
INTRODUCTION In the absence of sensory inputs, the brain produces structured patterns of
activity, which can be as large as or larger than sensory-driven activity. Ongoing activity …
activity, which can be as large as or larger than sensory-driven activity. Ongoing activity …
Training deep neural density estimators to identify mechanistic models of neural dynamics
Mechanistic modeling in neuroscience aims to explain observed phenomena in terms of
underlying causes. However, determining which model parameters agree with complex and …
underlying causes. However, determining which model parameters agree with complex and …
Flexible statistical inference for mechanistic models of neural dynamics
Mechanistic models of single-neuron dynamics have been extensively studied in
computational neuroscience. However, identifying which models can quantitatively …
computational neuroscience. However, identifying which models can quantitatively …
Structure and function of axo-axonic inhibition
Inhibitory neurons in mammalian cortex exhibit diverse physiological, morphological,
molecular, and connectivity signatures. While considerable work has measured the average …
molecular, and connectivity signatures. While considerable work has measured the average …
The dynamical regime of sensory cortex: stable dynamics around a single stimulus-tuned attractor account for patterns of noise variability
Correlated variability in cortical activity is ubiquitously quenched following stimulus onset, in
a stimulus-dependent manner. These modulations have been attributed to circuit dynamics …
a stimulus-dependent manner. These modulations have been attributed to circuit dynamics …
Locomotion enhances neural encoding of visual stimuli in mouse V1
Neurons in mouse primary visual cortex (V1) are selective for particular properties of visual
stimuli. Locomotion causes a change in cortical state that leaves their selectivity unchanged …
stimuli. Locomotion causes a change in cortical state that leaves their selectivity unchanged …
Circuit models of low-dimensional shared variability in cortical networks
Trial-to-trial variability is a reflection of the circuitry and cellular physiology that make up a
neuronal network. A pervasive yet puzzling feature of cortical circuits is that despite their …
neuronal network. A pervasive yet puzzling feature of cortical circuits is that despite their …
The modulation of neural gain facilitates a transition between functional segregation and integration in the brain
Cognitive function relies on a dynamic, context-sensitive balance between functional
integration and segregation in the brain. Previous work has proposed that this balance is …
integration and segregation in the brain. Previous work has proposed that this balance is …