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Discriminating signal from noise: Recognition of a movement-based animal display by artificial neural networks

Peters, Richard; Davis, Colin J

Description

In this study, we investigated the feasibility of applying neural networks to understanding movement-based visual signals. Networks based on three different models were constructed, varying in their input format and network architecture: a Static Input model, a Dynamic Input model and a Feedback model. The task for all networks was to distinguish a lizard (Amphibolurus muricatus) tail-flick from background plant movement. Networks based on all models were able to distinguish the two types of...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
URI: http://hdl.handle.net/1885/34047
Source: Behavioural Processes
DOI: 10.1016/j.beproc.2005.12.002

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