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Historical Perspective
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<div class="paragraph">The Theunissen Lab is committed to open-source science. Many of our recently developed tools are available on <a href="https://github.com/theunissenlab" target="_blank">Github</a>.</div>
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<h2 class="wsite-content-title"><u><font size="6">Sound Analysis</font></u><br /></h2>
<div class="paragraph"><font size="5"><strong>Biosound</strong></font> is a Python-based set of tools to extract sound features from natural sounds: animal and human vocalizations, music or environmental sounds. A tutorial is available at <a href="https://github.com/theunissenlab/BioSoundTutorial" target="_blank">https://github.com/theunissenlab/BioSoundTutorial. </a>The BioSound object is at <a href="https://github.com/theunissenlab/soundsig" target="_blank">https://github.com/theunissenlab/soundsig</a>. You can also pip install soundsig.<br /></div>
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<h2 class="wsite-content-title"><u><font size="6">Neural Signal Analysis</font></u><br /></h2>
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<div class="paragraph"><strong><font size="5">STRFpak</font></strong> is a stand-alone software package to estimate the spatio-temporal receptive fields. The algorithm uses a variant of ridge regression to normalize and regularize the solution. Goodness of fit is assessed by cross-validation. The program includes a full GUI. <br /><br />Zhang J, Gill, P. Gallant J and Theunissen FE. STRFPAK (Version 5.3). University of California, Berkeley. Copyright 2003-12. <br /><br />Available at <a href="https://strfpak.berkeley.edu/" target="_blank">Strfpak.berkeley.edu</a><br /></div>
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<div class="paragraph"><font size="5"><strong>Strflab</strong></font> is a comprehensive set of matlab routines to estimate receptive fields using both ridge regression and gradient descent approaches. Strflab can be used to fit generalized linear models. Strflab does not have a GUI but includes a set of tutorials. Strflab is available at <a href="https://strflab.berkeley.edu" target="_new">strflab.berkeley.edu</a>.<br /></div>
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<div class="paragraph" style="text-align:left;"><span>Copyright Frederic Theunissen 2020</span><br /></div>
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