Article
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing
Author/s | Domínguez Morales, Juan Pedro
![]() ![]() ![]() ![]() ![]() ![]() ![]() Gutiérrez Galán, Daniel Ríos Navarro, José Antonio ![]() ![]() ![]() ![]() ![]() ![]() ![]() Durán López, Lourdes ![]() ![]() ![]() ![]() ![]() ![]() Domínguez Morales, Manuel Jesús ![]() ![]() ![]() ![]() ![]() ![]() ![]() Jiménez Fernández, Ángel Francisco ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
Department | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores |
Publication Date | 2021 |
Deposit Date | 2022-11-11 |
Published in |
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Abstract | 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. |
Funding agencies | Ministerio de Economía y Competitividad (MINECO). España Agencia Estatal de Investigación. España |
Project ID. | TEC2016-77785-P (COFNET)
![]() PID2019-105556GB-C33/AEI/10.13039/501100011033 (MINDROB) ![]() |
Citation | 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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