Information-limiting correlations

R Moreno-Bote, J Beck, I Kanitscheider, X Pitkow… - Nature …, 2014 - nature.com
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 …

Origin of information-limiting noise correlations

I Kanitscheider, R Coen-Cagli… - Proceedings of the …, 2015 - National Acad Sciences
The ability to discriminate between similar sensory stimuli relies on the amount of
information encoded in sensory neuronal populations. Such information can be substantially …

The effect of noise correlations in populations of diversely tuned neurons

A Ecker, P Berens, A Tolias, M Bethge - Nature Precedings, 2011 - nature.com
The amount of information encoded by networks of neurons critically depends on the
correlation structure of their activity. Neurons with similar stimulus preferences tend to have …

Population coding in neuronal systems with correlated noise

H Sompolinsky, H Yoon, K Kang, M Shamir - Physical Review E, 2001 - APS
Neuronal representations of external events are often distributed across large populations of
cells. We study the effect of correlated noise on the accuracy of these neuronal population …

Information-limiting correlations in large neural populations

R Bartolo, RC Saunders, AR Mitz… - Journal of …, 2020 - Soc Neuroscience
Understanding the neural code requires understanding how populations of neurons code
information. Theoretical models predict that information may be limited by correlated noise in …

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 …

Stimulus-dependent correlations and population codes

K Josić, E Shea-Brown, B Doiron, J de la Rocha - Neural computation, 2009 - direct.mit.edu
The magnitude of correlations between stimulus-driven responses of pairs of neurons can
itself be stimulus dependent. We examine how this dependence affects the information …

Noise correlations improve response fidelity and stimulus encoding

J Cafaro, F Rieke - Nature, 2010 - nature.com
Computation in the nervous system often relies on the integration of signals from parallel
circuits with different functional properties. Correlated noise in these inputs can, in principle …

The geometry of information coding in correlated neural populations

R Azeredo da Silveira, F Rieke - Annual Review of …, 2021 - annualreviews.org
Neurons in the brain represent information in their collective activity. The fidelity of this
neural population code depends on whether and how variability in the response of one …

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 …