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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 …
Principles of large-scale neural interactions
What mechanisms underlie flexible inter-areal communication in the cortex? We consider
four mechanisms for temporal coordination and their contributions to communication:(1) …
four mechanisms for temporal coordination and their contributions to communication:(1) …
Simultaneous, cortex-wide dynamics of up to 1 million neurons reveal unbounded scaling of dimensionality with neuron number
The brain's remarkable properties arise from the collective activity of millions of neurons.
Widespread application of dimensionality reduction to multi-neuron recordings implies that …
Widespread application of dimensionality reduction to multi-neuron recordings implies that …
Control of working memory by phase–amplitude coupling of human hippocampal neurons
Retaining information in working memory is a demanding process that relies on cognitive
control to protect memoranda-specific persistent activity from interference,. However, how …
control to protect memoranda-specific persistent activity from interference,. However, how …
An increase of inhibition drives the developmental decorrelation of neural activity
Throughout development, the brain transits from early highly synchronous activity patterns to
a mature state with sparse and decorrelated neural activity, yet the mechanisms underlying …
a mature state with sparse and decorrelated neural activity, yet the mechanisms underlying …
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 …
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 …
The intrinsic attractor manifold and population dynamics of a canonical cognitive circuit across waking and sleep
Neural circuits construct distributed representations of key variables—external stimuli or
internal constructs of quantities relevant for survival, such as an estimate of one's location in …
internal constructs of quantities relevant for survival, such as an estimate of one's location in …
Towards the neural population doctrine
Highlights•New generations of recording and computing technologies have enabled
neuroscience at the level of the neural population.•Landmark scientific findings suggest the …
neuroscience at the level of the neural population.•Landmark scientific findings suggest the …
Why neurons mix: high dimensionality for higher cognition
Neurons often respond to diverse combinations of task-relevant variables. This form of
mixed selectivity plays an important computational role which is related to the dimensionality …
mixed selectivity plays an important computational role which is related to the dimensionality …