Population coding in neuronal systems with correlated noise

Haim Sompolinsky; Hyoungsoo Yoon; Kukjin Kang; Maoz Shamir

doi:10.1103/PhysRevE.64.051904

Population coding in neuronal systems with correlated noise

Haim Sompolinsky
, Hyoungsoo Yoon
, Kukjin Kang
, Maoz Shamir

Racah Institute of Physics

Research output: Contribution to journal › Article › peer-review

270 Scopus citations

Abstract

The effect of noise correlations on the population coding of a pool of cells that encode a single variable was analytically studied. It was shown that the effect of correlations depends on their spectral dependence. The accuracy of the information in the population in biologically relevant parameter regimes was illustrated.

Original language	English
Article number	051904
Pages (from-to)	051904/1-051904/11
Journal	Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
Volume	64
Issue number	5 I
DOIs	https://doi.org/10.1103/PhysRevE.64.051904
State	Published - Nov 2001

Access to Document

10.1103/PhysRevE.64.051904

Cite this

@article{91abd01cdfed47ea8d56ccdb12302635,

title = "Population coding in neuronal systems with correlated noise",

abstract = "The effect of noise correlations on the population coding of a pool of cells that encode a single variable was analytically studied. It was shown that the effect of correlations depends on their spectral dependence. The accuracy of the information in the population in biologically relevant parameter regimes was illustrated.",

author = "Haim Sompolinsky and Hyoungsoo Yoon and Kukjin Kang and Maoz Shamir",

year = "2001",

month = nov,

doi = "10.1103/PhysRevE.64.051904",

language = "אנגלית",

volume = "64",

pages = "051904/1--051904/11",

journal = "Physical Review E - Statistical, Nonlinear, and Soft Matter Physics",

issn = "1539-3755",

publisher = "American Physical Society",

number = "5 I",

}

TY - JOUR

T1 - Population coding in neuronal systems with correlated noise

AU - Sompolinsky, Haim

AU - Yoon, Hyoungsoo

AU - Kang, Kukjin

AU - Shamir, Maoz

PY - 2001/11

Y1 - 2001/11

N2 - The effect of noise correlations on the population coding of a pool of cells that encode a single variable was analytically studied. It was shown that the effect of correlations depends on their spectral dependence. The accuracy of the information in the population in biologically relevant parameter regimes was illustrated.

AB - The effect of noise correlations on the population coding of a pool of cells that encode a single variable was analytically studied. It was shown that the effect of correlations depends on their spectral dependence. The accuracy of the information in the population in biologically relevant parameter regimes was illustrated.

UR - https://www.scopus.com/pages/publications/0035510409

U2 - 10.1103/PhysRevE.64.051904

DO - 10.1103/PhysRevE.64.051904

M3 - ???researchoutput.researchoutputtypes.contributiontojournal.article???

C2 - 11735965

AN - SCOPUS:0035510409

SN - 1539-3755

VL - 64

SP - 051904/1-051904/11

JO - Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

JF - Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

IS - 5 I

M1 - 051904

ER -

Population coding in neuronal systems with correlated noise

Abstract

Access to Document

Other files and links

Fingerprint

Cite this