Synergy, redundancy, and independence in population codes
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 …
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 …
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 …
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 …
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 …
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 …
correlations may play a role in information coding. In previous studies, this possibility has …
Neural correlations, population coding and computation
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 …
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 …
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 …
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
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 …
represented in a realistic cortical population response, examining how motion direction and …