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Інформаційні технології у нейрофізіології: класифікація у реальному часі імпульсів нейронів. Огляд проблем і методів
Extraction of single-unit spike trains from multiunit recording obtained during extracellular recording is considered. The existing spike sorting methods have been reviewed, their advantages and shortcomings gave been described. The necessity of improvement of existing methods is demonstrated, in pa...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | rus |
| Published: |
The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
2019
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| Online Access: | http://journal.iasa.kpi.ua/article/view/171350 |
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| Summary: | Extraction of single-unit spike trains from multiunit recording obtained during extracellular recording is considered. The existing spike sorting methods have been reviewed, their advantages and shortcomings gave been described. The necessity of improvement of existing methods is demonstrated, in particular because of insufficient computational efficiency of the existing algorithms. The spike sorting algorithms developed by authors are suggested to be used for development of spike sorting equipment for use in time deficiency conditions. |
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