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Evaluation and comparison of different machine learning approaches to auditory spectro-temporal receptive field estimation

✍ Scribed by Arne F Meyer; Jan P Diepenbrock; Frank W Ohl; Jörn Anemüller


Book ID
104492928
Publisher
BioMed Central
Year
2011
Tongue
English
Weight
311 KB
Volume
12
Category
Article
ISSN
1471-2202

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✦ Synopsis


Figure 1 Area under the ROC curve for the different STRF estimation methods for 1 trial (left) and 10 trials (right). In-sample results are shown in blue and cross-validation results are shown in red. The datasets were created using a Linear-nonlinear Poisson (LNP) model.