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The structures and functions of correlations in neural population codes
The collective activity of a population of neurons, beyond the properties of individual cells, is
crucial for many brain functions. A fundamental question is how activity correlations between …
crucial for many brain functions. A fundamental question is how activity correlations between …
Neural tuning and representational geometry
A central goal of neuroscience is to understand the representations formed by brain activity
patterns and their connection to behaviour. The classic approach is to investigate how …
patterns and their connection to behaviour. The classic approach is to investigate how …
Information-limiting correlations
Computational strategies used by the brain strongly depend on the amount of information
that can be stored in population activity, which in turn strongly depends on the pattern of …
that can be stored in population activity, which in turn strongly depends on the pattern of …
Partitioning neuronal variability
Responses of sensory neurons differ across repeated measurements. This variability is
usually treated as stochasticity arising within neurons or neural circuits. However, some …
usually treated as stochasticity arising within neurons or neural circuits. However, some …
Emergent reliability in sensory cortical coding and inter-area communication
Reliable sensory discrimination must arise from high-fidelity neural representations and
communication between brain areas. However, how neocortical sensory processing …
communication between brain areas. However, how neocortical sensory processing …
Correlations and neuronal population information
Brain function involves the activity of neuronal populations. Much recent effort has been
devoted to measuring the activity of neuronal populations in different parts of the brain under …
devoted to measuring the activity of neuronal populations in different parts of the brain under …
Neural variability and sampling-based probabilistic representations in the visual cortex
Neural responses in the visual cortex are variable, and there is now an abundance of data
characterizing how the magnitude and structure of this variability depends on the stimulus …
characterizing how the magnitude and structure of this variability depends on the stimulus …
Revisiting the role of persistent neural activity during working memory
What are the neural mechanisms underlying working memory (WM)? One influential theory
posits that neurons in the lateral prefrontal cortex (lPFC) store WM information via persistent …
posits that neurons in the lateral prefrontal cortex (lPFC) store WM information via persistent …
Multiple dynamic representations in the motor cortex during sensorimotor learning
The mechanisms linking sensation and action during learning are poorly understood. Layer
2/3 neurons in the motor cortex might participate in sensorimotor integration and learning; …
2/3 neurons in the motor cortex might participate in sensorimotor integration and learning; …
Probabilistic brains: knowns and unknowns
There is strong behavioral and physiological evidence that the brain both represents
probability distributions and performs probabilistic inference. Computational neuroscientists …
probability distributions and performs probabilistic inference. Computational neuroscientists …