Artículo
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing
Autor/es | Domínguez Morales, Juan Pedro
Gutiérrez Galán, Daniel Ríos Navarro, José Antonio Durán López, Lourdes Domínguez Morales, Manuel Jesús Jiménez Fernández, Ángel Francisco |
Departamento | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores |
Fecha de publicación | 2021 |
Fecha de depósito | 2022-11-11 |
Publicado en |
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Resumen | Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing new
neuromorphic systems. A novel open-source, cross-platform Python package called pyNAVIS is proposed, ... Visualizing the output from event-based sensors and analyzing the information within it is crucial when developing new neuromorphic systems. A novel open-source, cross-platform Python package called pyNAVIS is proposed, which provides a set of functionalities to analyze and process spiking information obtained from neuromorphic cochleas, along with other tools to generate files and datasets for machine learning tasks. This modular package can be integrated in complex and higher-level projects, which could be useful for researchers working in neuromorphic audio processing tasks. |
Agencias financiadoras | Ministerio de Economía y Competitividad (MINECO). España Agencia Estatal de Investigación. España |
Identificador del proyecto | TEC2016-77785-P (COFNET)
PID2019-105556GB-C33/AEI/10.13039/501100011033 (MINDROB) |
Cita | Domínguez Morales, J.P., Gutiérrez Galán, D., Ríos Navarro, J.A., Durán López, L., Domínguez Morales, M.J. y Jiménez Fernández, Á.F. (2021). pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. Neurocomputing, 449 (August 2021), 172-175. https://doi.org/10.1016/j.neucom.2021.03.121. |
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