Article ; Online: Past, present and future of spike sorting techniques.
2015 Volume 119, Issue Pt B, Page(s) 106–117
Abstract: ... to support the neuroscientific research of the near future. ... Spike sorting is a crucial step to extract information from extracellular recordings. With new ... assess the performance of new algorithms. In this work, we review the basic concepts of spike sorting ...
| 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. |
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| MeSH term(s) | Action Potentials/physiology ; Algorithms ; Animals ; Computer Simulation ; Electrodes, Implanted ; Humans ; Models, Neurological ; Neuroimaging/instrumentation ; Neuroimaging/methods ; Neurons/physiology | |||||
| Language | English | |||||
| Publishing date | 2015-04-27 | |||||
| Publishing country | United States | |||||
| Document type | Journal Article ; Research Support, Non-U.S. Gov't ; Review | |||||
| ZDB-ID | 197620-5 | |||||
| ISSN | 1873-2747 ; 0361-9230 | |||||
| ISSN (online) | 1873-2747 | |||||
| ISSN | 0361-9230 | |||||
| DOI | 10.1016/j.brainresbull.2015.04.007 | |||||
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| Database | MEDical Literature Analysis and Retrieval System OnLINE |
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