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Uses of the hc-1 data set

Links to some uses of the hc-1 data set.

http://caton.googlecode.com/hg/doc/_build/html/benchmarks.html.  John Schulman.  Uses the dataset to verify spike sorting software that he has written. Runs accuracy tests every time he updates the software and its documentation.  Someone who downloads the software and the dataset can run a script to reproduce these results.

www.carmen.org.uk/publications/MEA-WP1-Submitted-Version.pdf.  Shahjahan Shahid, Leslie S Smith.  Assessing New Techniques for Spike Detection on MEA Data. Shahjahan Shahid*, Leslie S Smith, Dept. of Computing Science and Mathematics University of Stirling, Stirling, Scotland, UK.  Signal Analysis and Data Mining.  MEA Meeting 2008.  July 8–11, 2008, Reutlingen, Germany. 6th Int. Meeting on Substrate-Integrated Microelectrodes, 2008

http://www.ncbi.nlm.nih.gov/pubmed/19622433. A new spike detection algorithm for extracellular neural recordings. Shahjahan Shahid, Jacqueline Walker, Member, IEEE, and Leslie S Smith, Senior Member, IEEE.  JOURNAL OF IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, VOL. ?, NO. ?, FINAL VERSION JUNE 2009 1

http://www.gatsby.ucl.ac.uk/~ucabjga/papers/Gasthaus_2008_MScThesis.pdf.  Spike Sorting Using Time-Varying Dirichlet Process Mixture Models. Jan A. Gasthaus, Project Report. in partial fulfillment of the requirements for the degree MSc in Intelligent Systems at University College London.  Submitted September 5th, 2008. supervised by Frank Wood and Yee Whye The. www.gatsby.ucl.ac.uk/~dilan/papers/ddpspikesorting.pdf, www.gatsby.ucl.ac.uk/~ywteh/research/compneuro/GasWooGor2009a.pdf

http://www.biomedcentral.com/1471-2202/10/S1/P59. BioMed Central, BMC Neuroscience, Poster presentation. Cepstrum of bispectrum spike detection on extracellular signals with concurrent intracellular signals. Shahjahan Shahid* and Leslie S Smith. Also, CNS 2009 Poster: www.cs.stir.ac.uk/~lss/recentpapers/CNS09poster_ssh_lss.pdf.  Also: Society for Neuroscience 2008, Poster No 498.13. www.cs.stir.ac.uk/~lss/recentpapers/sfn2008/SFNposter.pdf

www2.bpe.es.osaka-u.ac.jp/multineuron/multineuron2008/abstract/Kaneko.pdf.  Introduction of an automatic spike sorter, Clust016; its features and performance evaluation.  Hidekazu Kaneko1 & Hiroshi Tamura.

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