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Title: Past, present and future of spike sorting techniques
Authors: Rey, Hernan Gonzalo
Pedreira, Carlos
Quian Quiroga, Rodrigo
First Published: 27-Apr-2015
Publisher: Elsevier
Citation: Brain Research Bulletin, 2015, 119 (Pt B), pp. 106-117
Abstract: Spike sorting is a crucial step to extract information from extracellular recordings. With new recording opportunities provided by the development of new electrodes that allow monitoring hundreds of neurons simultaneously, the scenario for the new generation of algorithms is both exciting and challenging. However, this will require a new approach to the problem and the development of a common reference framework to quickly assess the performance of new algorithms. In this work, we review the basic concepts of spike sorting, including the requirements for different applications, together with the problems faced by presently available algorithms. We conclude by proposing a roadmap stressing the crucial points to be addressed to support the neuroscientific research of the near future.
DOI Link: 10.1016/j.brainresbull.2015.04.007
ISSN: 0361-9230
eISSN: 1873-2747
Version: Publisher Version
Status: Peer-reviewed
Type: Journal Article
Description: Copyright © the authors, 2015. This is an open-access article distributed under the terms of the Creative Commons Attribution License ( ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Appears in Collections:Published Articles, Dept. of Engineering

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