The structures and functions of correlations in neural population codes

S Panzeri, M Moroni, H Safaai… - Nature Reviews …, 2022 - nature.com
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 …

Principles of large-scale neural interactions

M Vinck, C Uran, G Spyropoulos, I Onorato… - Neuron, 2023 - cell.com
What mechanisms underlie flexible inter-areal communication in the cortex? We consider
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

J Manley, S Lu, K Barber, J Demas, H Kim, D Meyer… - Neuron, 2024 - cell.com
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 …

Control of working memory by phase–amplitude coupling of human hippocampal neurons

J Daume, J Kamiński, AGP Schjetnan, Y Salimpour… - Nature, 2024 - nature.com
Retaining information in working memory is a demanding process that relies on cognitive
control to protect memoranda-specific persistent activity from interference,. However, how …

An increase of inhibition drives the developmental decorrelation of neural activity

M Chini, T Pfeffer, I Hanganu-Opatz - elife, 2022 - elifesciences.org
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 …

Spontaneous behaviors drive multidimensional, brainwide activity

C Stringer, M Pachitariu, N Steinmetz, CB Reddy… - Science, 2019 - science.org
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 …

Neural tuning and representational geometry

N Kriegeskorte, XX Wei - Nature Reviews Neuroscience, 2021 - nature.com
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 …

The intrinsic attractor manifold and population dynamics of a canonical cognitive circuit across waking and sleep

R Chaudhuri, B Gerçek, B Pandey, A Peyrache… - Nature …, 2019 - nature.com
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 …

Towards the neural population doctrine

S Saxena, JP Cunningham - Current opinion in neurobiology, 2019 - Elsevier
Highlights•New generations of recording and computing technologies have enabled
neuroscience at the level of the neural population.•Landmark scientific findings suggest the …

Why neurons mix: high dimensionality for higher cognition

S Fusi, EK Miller, M Rigotti - Current opinion in neurobiology, 2016 - Elsevier
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 …