Abstract
This paper describes a tool devised for automatic design of bioinspired visual processing models using reconfigurable digital hardware. The whole system is indicated for the analysis of vision models, especially those with real–time requirements. We achieve a synthesizable FPGA/ASIC design starting from a high level description of a retina, which is made and simulated through an ad-hoc program. Our tool allows a thorough simulation of the visual model at different abstraction levels, from functional simulation of the visual specifications up to hardware-oriented simulation of the developed FPGA model. The main objective of this work is to build a portable and flexible system for a visual neuro-prosthesis and to stimulate efficiently an array of intra–cortical implanted microelectrodes. A set of parameters can be adjusted in every step of the design flow in order to maximize the design flexibility of the model. Furthermore these parameters allow the different scientists who have to deal with the development to modify a well known characteristic.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
European project CORTIVIS main web page, http://cortivis.umh.es
Pelayo, F.J., Romero, S., Morillas, C., Martínez, A., Ros, E., Fernández, E.: Translating Image Sequences into Spike Patterns for Cortical Neuro-Stimulation. Neurocomputing, 58–60 (June 2004) special issue on Computational Neuroscience: Trends in Research 2004, 885–892 (2004) ISSN: 0925-2312
Altera DSP Builder – Reference manual.: Altera Corparation (July 2003)
System Generator for DSP main page, http://www.xilinx.com/products/software/sysgen/features.htm
Martínez, A., Pelayo, F.J., Morillas, C., Romero, S., Carrillo, R., Pino, B.: Generador automático de sistemas bioinspirados de visión en hardware reconfigurable. In: Proceedings of IV Jornadas de Computación Reconfigurable y Aplicaciones (JCRA 2004), Barcelona, Spain, pp. 597–603 (2004) ISBN: 84-688-7667-4
Pelayo, F.J., Morillas, C., Martínez, A., Romero, S., Pino, B., Ros, E.: A reconfigurable machine to model the first stages of the human visual pathway. In: Proceedings of the III Jornadas sobre computación reconfigurable y aplicaciones (JCRA 2003), Madrid, September 10–12, pp. 173–182 (2003) ISBN: 84–60099–28–8
Lavagno, L., Pino, B., Reyneri, L.M., Serra, A.: A Simulink–based Approach to System Level Design and Architecture Selection. In: Proc. of the 26th EUROMICRO Conference, Maastricht, the Netherlands, September 5–7, vol. I, pp. 76–83 (2000) ISBN: 0–7695–0780–8
Reyneri, L.M.: Implementation Issues of Neuro-Fuzzy Hardware: Going Towards HW/SW Codesign. IEEE Transactions on Neural Networks (January 2003)
Bellei, E., et al.: Simulink-based Codesign and Cosimulation of a Common Rail Injector Test Bench. Journal of Circuits, Systems and Computers (April 2003)
Reyneri, L.M., Chiaberge, M., Lavagno, L., Pino, B.: A Simulink-based HW/SW Codesign of Embedded Neuro-Fuzzy Systems. International Journal of Neural Systems (June 2000)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Martínez, A., Reyneri, L.M., Pelayo, F.J., Romero, S.F., Morillas, C.A., Pino, B. (2005). Automatic Generation of Bio-inspired Retina-Like Processing Hardware. In: Cabestany, J., Prieto, A., Sandoval, F. (eds) Computational Intelligence and Bioinspired Systems. IWANN 2005. Lecture Notes in Computer Science, vol 3512. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11494669_65
Download citation
DOI: https://doi.org/10.1007/11494669_65
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-26208-4
Online ISBN: 978-3-540-32106-4
eBook Packages: Computer ScienceComputer Science (R0)