Ponencia
Advanced Vision Processing Systems: Spike-Based Simulation and Processing
Autor/es | Pérez Carrasco, José Antonio
Serrano Gotarredona, María del Carmen Acha Piñero, Begoña Serrano Gotarredona, María Teresa Linares Barranco, Bernabé |
Departamento | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones |
Fecha de publicación | 2009 |
Fecha de depósito | 2020-10-08 |
Publicado en |
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ISBN/ISSN | 978-3-642-04696-4 0302-9743 |
Resumen | In this paper we briefly summarize the fundamental properties
of spike events processing applied to artificial vision systems. This
sensing and processing technology is capable of very high speed throughput,
because it ... In this paper we briefly summarize the fundamental properties of spike events processing applied to artificial vision systems. This sensing and processing technology is capable of very high speed throughput, because it does not rely on sensing and processing sequences of frames, and because it allows for complex hierarchically structured neurocortical- like layers for sophisticated processing. The paper describes briefly cortex-like spike event vision processing principles, and the AER (Address Event Representation) technique used in hardware spiking systems. In this paper we present a simulation AER tool that we have developed entirely in Visual C++ 6.0. We have validated it using real AER stimulus and comparing the outputs with real outputs obtained from AER-based devices. With this tool we can predict the eventual performance of AER-based systems, before the technology becomes mature enough to allow such large systems. |
Agencias financiadoras | Ministerio de Educación y Ciencia (MEC). España Junta de Andalucía |
Identificador del proyecto | TEC-2006-11730-C03-01
P06-TIC-01417 |
Cita | Pérez Carrasco, J.A., Serrano Gotarredona, M.d.C., Acha Piñero, B., Serrano Gotarredona, M.T. y Linares Barranco, B. (2009). Advanced Vision Processing Systems: Spike-Based Simulation and Processing. En ACIVS 2009: 11th International Conference on Advanced Concepts for Intelligent Vision Systems (640-651), Bordeaux, France: Springer. |
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