Data


Artificial Intelligence

visual-search-nets

Experiments to measure the behavior of deep neural networks performing a visual search task.
https://github.com/NickleDave/visual-search-nets
Data here: https://figshare.com/articles/visual-search-nets/7688840


Applied Machine Learing

Bengalese finch song repository

used with hybrid-vocal-classifier library to benchmark machine learning algorithms for labeling birdsong syllables
https://figshare.com/articles/Bengalese_Finch_song_repository/4805749

Vocalization Annotation Formats Dataset

used to test Crowsetta library
https://figshare.com/articles/Birdsong_File_Formats_Dataset/7525184

Comparison of machine learning methods applied to birdsong element classification

"Comparison of machine learning methods applied to birdsong element classification". Proc. of the 15th Python in Science Conf (SciPy 2016)
Code for paper is in https://github.com/NickleDave/ML-comparison-birdsong

Neuroanatomy

Thalamostriatal and cerebellothalamic pathways in a songbird, the Bengalese finch

Neuroanatomical studies published in J Comp Neuro: http://onlinelibrary.wiley.com/doi/10.1002/cne.24428/abstract
First posted on biorxiv: https://www.biorxiv.org/content/10.1101/197590v1
Imaging data here: https://figshare.com/articles/Supplementary_Information_for_Thalamostriatal_and_cerebellothalamic_pathways_in_a_songbird_/5437975