research data . Dataset . 2015

Full list of models tested.

L. Thorson, Ivar; Liénard, Jean; V. David, Stephen;
  • Published: 01 Jan 2015
  • Publisher: Figshare
Abstract
<p>Summary of performance for 1061 formulations of the linear STRF (see <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004628#pcbi.1004628.g002" target="_blank">Fig 2</a>), averaged across the <i>N</i> = 176 A1 vocalization datasets. Each row indicates parameter count, fit performance (estimation data), test performance (validation data), and test performance after correcting for validation sampling limitations (<a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004628#pcbi.1004628.e026" target="_blank">Eq 23</a>) for a single model. The first 163 rows describe models detailed in this study, and the remainder...
Subjects
free text keywords: Biological Sciences, Science Policy, alternative STRF architectures, FIR filter, 1 response variance, parameter, auditory cortex, Auditory Receptive Fields Encoding properties, model
Communities
Science and Innovation Policy Studies
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Dataset . 2015
Provider: figshare
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