Synergy, redundancy, and independence in population codes

E Schneidman, W Bialek, MJ Berry - Journal of Neuroscience, 2003 - Soc Neuroscience
A key issue in understanding the neural code for an ensemble of neurons is the nature and
strength of correlations between neurons and how these correlations are related to the …

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 …

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 …

Emerging principles of population coding: in search for the neural code

M Shamir - Current opinion in neurobiology, 2014 - Elsevier
Highlights•Correlations re-distribute the noise in the neural population-
response.•Information is limited when signal and correlated noise overlap.•Heterogeneity …

Implications of neuronal diversity on population coding

M Shamir, H Sompolinsky - Neural computation, 2006 - ieeexplore.ieee.org
In many cortical and subcortical areas, neurons are known to modulate their average firing
rate in response to certain external stimulus features. It is widely believed that information …

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 …

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 …

Synergy from silence in a combinatorial neural code

E Schneidman, JL Puchalla, R Segev… - Journal of …, 2011 - Soc Neuroscience
The manner in which groups of neurons represent events in the external world is a central
question in neuroscience. Estimation of the information encoded by small groups of neurons …

[图书][B] Principles of neural coding

RQ Quiroga, S Panzeri - 2013 - books.google.com
Understanding how populations of neurons encode information is the challenge faced by
researchers in the field of neural coding. Focusing on the many mysteries and marvels of the …

The neural basis for combinatorial coding in a cortical population response

LC Osborne, SE Palmer, SG Lisberger… - Journal of …, 2008 - Soc Neuroscience
We have used a combination of theory and experiment to assess how information is
represented in a realistic cortical population response, examining how motion direction and …