The iLab Neuromorphic Vision C++ Toolkit: Free tools for the next generation of vision algorithms

by: L Itti

The Neuromorphic Engineer, Vol. 1, No. 1. (2004)

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Abstract

Because of its truly interdisciplinary nature benefiting from the latest advances in experimental and computational neuroscience, electrical engineering, control theory, and signal and image processing neuromorphic engineering is a very complex field. This has been one of the leading motivations for the development of a Neuromorphic Vision Toolkit at the iLab of the University of Southern California to provide a set of basic tools that can assist newcomers in the field with the development of new models and systems. More generally, the iLab Neuromorphic Vision C++ Toolkit project aims at developing the next generation of vision algorithms, the architecture of which will closely mimic the neurobiology of the primate brain rather than being specifically developed for a given set of environmental conditions or tasks. To this end, it provides a software foundation that is specifically geared towards the development of neuromorphic models and systems.

@misc{ilab, abstract = {Because of its truly interdisciplinary nature benefiting from the latest advances in experimental and computational neuroscience, electrical engineering, control theory, and signal and image processing neuromorphic engineering is a very complex field. This has been one of the leading motivations for the development of a Neuromorphic Vision Toolkit at the iLab of the University of Southern California to provide a set of basic tools that can assist newcomers in the field with the development of new models and systems. More generally, the iLab Neuromorphic Vision C++ Toolkit project aims at developing the next generation of vision algorithms, the architecture of which will closely mimic the neurobiology of the primate brain rather than being specifically developed for a given set of environmental conditions or tasks. To this end, it provides a software foundation that is specifically geared towards the development of neuromorphic models and systems.}, author = {Itti, L. }, citeulike-article-id = {148856}, journal = {The Neuromorphic Engineer}, keywords = {bibtex-import}, number = {1}, posted-at = {2005-04-03 18:31:33}, priority = {0}, title = {The iLab Neuromorphic Vision C++ Toolkit: Free tools for the next generation of vision algorithms}, volume = {1}, year = {2004} }

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TY - GEN ID - ilab L3 - citeulike-article-id:148856 TI - The iLab Neuromorphic Vision C++ Toolkit: Free tools for the next generation of vision algorithms JF - The Neuromorphic Engineer VL - 1 IS - 1 N2 - Because of its truly interdisciplinary nature benefiting from the latest advances in experimental and computational neuroscience, electrical engineering, control theory, and signal and image processing neuromorphic engineering is a very complex field. This has been one of the leading motivations for the development of a Neuromorphic Vision Toolkit at the iLab of the University of Southern California to provide a set of basic tools that can assist newcomers in the field with the development of new models and systems. More generally, the iLab Neuromorphic Vision C++ Toolkit project aims at developing the next generation of vision algorithms, the architecture of which will closely mimic the neurobiology of the primate brain rather than being specifically developed for a given set of environmental conditions or tasks. To this end, it provides a software foundation that is specifically geared towards the development of neuromorphic models and systems. KW - bibtex-import AU - Itti, L PY - 2004/// ER -

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