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

• Daniel Suárez-Barrera ,

  Contributed equally to this work with: Daniel Suárez-Barrera, Lucas Bayones

  Roles Data curation, Formal analysis, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Lucas Bayones ,

  Contributed equally to this work with: Daniel Suárez-Barrera, Lucas Bayones

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Norberto Encinas-Rodríguez,

  Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – review & editing

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Sergio Parra,

  Roles Data curation, Formal analysis, Visualization

  Affiliations Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico, Montefiore Institute, University of Liège, Liège, Belgique

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• Viktor Monroy,

  Roles Formal analysis, Visualization

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Sebastián Pujalte,

  Roles Formal analysis, Software, Validation, Visualization

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Bernardo Andrade-Ortega,

  Roles Formal analysis, Methodology, Visualization

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Héctor Díaz,

  Roles Investigation

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Manuel Alvarez,

  Roles Investigation

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Antonio Zainos,

  Roles Investigation

  Affiliation Instituto de Fisiología Celular—Neurociencias, Universidad Nacional Autónoma de México, Mexico City, Mexico

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• Alessio Franci ,

  Roles Conceptualization, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: alessio.franci83@gmail.com (AF); romanr@ifc.unam.mx (RR-P)

  Affiliations Montefiore Institute, University of Liège, Liège, Belgique, WEL Research Institute, Wavre, Belgique

  https://orcid.org/0000-0002-3911-625X

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• Román Rossi-Pool

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: alessio.franci83@gmail.com (AF); romanr@ifc.unam.mx (RR-P)

  Affiliations 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

  https://orcid.org/0000-0001-8941-4311

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