English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  What Is the Limit of Redundancy Reduction with Divisive Normalization?

Sinz, F., & Bethge, M. (2013). What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation, 25(11), 2809-2814. doi:10.1162/NECO_a_00505.

Item is

Files

show Files

Locators

show

Creators

show
hide
 Creators:
Sinz, F1, Author           
Bethge, M1, Author           
Affiliations:
1Research Group Computational Vision and Neuroscience, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497805              

Content

show
hide
Free keywords: -
 Abstract: Divisive normalization has been proposed as a nonlinear redundancy reduction mechanism capturing contrast correlations. Its basic function is a radial rescaling of the population response. Because of the saturation of divisive normalization, however, it is impossible to achieve a fully independent representation. In this letter, we derive an analytical upper bound on the inevitable residual redundancy of any saturating radial rescaling mechanism.

Details

show
hide
Language(s):
 Dates: 2013-11
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: Neural Computation
Source Genre: Journal
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 25 (11) Sequence Number: - Start / End Page: 2809 - 2814 Identifier: -