Biologically inspired adaptive neuro-filtering

R. Beare, A. Bouzerdoum

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Abstract

The adaptive properties of sensory cells are very important to the reliable operation of biological vision systems. 2Sensory cells have evolved to make near optimum use of limited bandwidth channels and computational resources by extracting only the necessary information from the environment. This near optimal use of hardware has important implications for designers of artificial sensors and processing systems and it is therefore useful to understand the operation of visual cells. The paper proposes and analyses some simple filter designs that mimic some of the properties of large monopolar cells in the insect visual system. The filters use a well known neural mechanism, known as shunting inhibition, as their basic component.

Original languageEnglish
Title of host publicationICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages813-818
Number of pages6
Volume2
ISBN (Electronic)0780358716, 9780780358713
DOIs
Publication statusPublished - 1 Jan 1999
EventInternational Conference on Neural Information Processing 1999 - Perth, Australia
Duration: 16 Nov 199920 Nov 1999
Conference number: 6th

Conference

ConferenceInternational Conference on Neural Information Processing 1999
Abbreviated titleICONIP 1999
Country/TerritoryAustralia
CityPerth
Period16/11/9920/11/99

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