pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing

NEUROCOMPUTING

卷:449

Article

Dominguez-Morales, Juan P.^1,2  Gutierrez-Galan, D.^1,2  Rios-Navarro, A.^1,2  Duran-Lopez, L.^1,2  Dominguez-Morales, M.^1,2  Jimenez-Fernandez, A.^1,2 

[1] Univ Seville, Robot & Technol Comp Lab, ETSII EPS, Seville, Spain

[2] Smart Comp Syst Res & Engn Lab SCORE I3US, Seville, Spain

关键词: Neuromorphic engineering;    Audio processing;    AER;   

DOI  :  10.1016/j.neucom.2021.03.121

来源: Elsevier

【 摘 要 】

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. (c) 2021 Elsevier B.V. All rights reserved.

【 授权许可】

Free