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 …

Correlations and neuronal population information

A Kohn, R Coen-Cagli, I Kanitscheider… - Annual review of …, 2016 - annualreviews.org
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 …

Neural correlations, population coding and computation

BB Averbeck, PE Latham, A Pouget - Nature reviews neuroscience, 2006 - nature.com
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 …

Bayesian inference with probabilistic population codes

WJ Ma, JM Beck, PE Latham, A Pouget - Nature neuroscience, 2006 - nature.com
Recent psychophysical experiments indicate that humans perform near-optimal Bayesian
inference in a wide variety of tasks, ranging from cue integration to decision making to motor …

Inference and computation with population codes

A Pouget, P Dayan, RS Zemel - Annual review of neuroscience, 2003 - annualreviews.org
▪ Abstract In the vertebrate nervous system, sensory stimuli are typically encoded through
the concerted activity of large populations of neurons. Classically, these patterns of activity …

Decoding the activity of neuronal populations in macaque primary visual cortex

ABA Graf, A Kohn, M Jazayeri, JA Movshon - Nature neuroscience, 2011 - nature.com
Visual function depends on the accuracy of signals carried by visual cortical neurons.
Combining information across neurons should improve this accuracy because single neuron …

Noise correlations in neural ensemble activity limit the accuracy of hippocampal spatial representations

O Hazon, VH Minces, DP Tomàs, S Ganguli… - Nature …, 2022 - nature.com
Neurons in the CA1 area of the mouse hippocampus encode the position of the animal in an
environment. However, given the variability in individual neurons responses, the accuracy of …

Statistical issues in the analysis of neuronal data

RE Kass, V Ventura, EN Brown - Journal of …, 2005 - journals.physiology.org
Analysis of data from neurophysiological investigations can be challenging. Particularly
when experiments involve dynamics of neuronal response, scientific inference can become …

Synergy, redundancy, and independence in population codes, revisited

PE Latham, S Nirenberg - Journal of Neuroscience, 2005 - Soc Neuroscience
Decoding the activity of a population of neurons is a fundamental problem in neuroscience.
A key aspect of this problem is determining whether correlations in the activity, ie, noise …

Effects of noise correlations on information encoding and decoding

BB Averbeck, D Lee - Journal of neurophysiology, 2006 - journals.physiology.org
Response variability is often correlated across populations of neurons, and these noise
correlations may play a role in information coding. In previous studies, this possibility has …