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Efficient and reliable spike sorting from neural recordings with UMAP-based unsupervised nonlinear dimensionality reduction.

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Title: Efficient and reliable spike sorting from neural recordings with UMAP-based unsupervised nonlinear dimensionality reduction.
Authors: Suárez-Barrera D; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Bayones L; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Encinas-Rodríguez N; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Parra S; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.; Montefiore Institute, University of Liège, Liège, Belgique., Monroy V; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Pujalte S; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Andrade-Ortega B; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Díaz H; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Alvarez M; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Zainos A; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico., Franci A; Montefiore Institute, University of Liège, Liège, Belgique.; WEL Research Institute, Wavre, Belgique., Rossi-Pool R; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.; Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico.
Source: PLoS biology [PLoS Biol] 2025 Nov 24; Vol. 23 (11), pp. e3003527. Date of Electronic Publication: 2025 Nov 24 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101183755 Publication Model: eCollection Cited Medium: Internet ISSN: 1545-7885 (Electronic) Linking ISSN: 15449173 NLM ISO Abbreviation: PLoS Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Efficient and reliable spike sorting from neural recordings with UMAP-based unsupervised nonlinear dimensionality reduction.
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  Data: <searchLink fieldCode="AU" term="%22Suárez-Barrera+D%22">Suárez-Barrera D</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Bayones+L%22">Bayones L</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Encinas-Rodríguez+N%22">Encinas-Rodríguez N</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Parra+S%22">Parra S</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.; Montefiore Institute, University of Liège, Liège, Belgique.<br /><searchLink fieldCode="AU" term="%22Monroy+V%22">Monroy V</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Pujalte+S%22">Pujalte S</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Andrade-Ortega+B%22">Andrade-Ortega B</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Díaz+H%22">Díaz H</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Alvarez+M%22">Alvarez M</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Zainos+A%22">Zainos A</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.<br /><searchLink fieldCode="AU" term="%22Franci+A%22">Franci A</searchLink>; Montefiore Institute, University of Liège, Liège, Belgique.; WEL Research Institute, Wavre, Belgique.<br /><searchLink fieldCode="AU" term="%22Rossi-Pool+R%22">Rossi-Pool R</searchLink>; Instituto de Fisiología Celular-Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico.; Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México, Mexico City, Mexico.
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