Ponencia
AER Building Blocks for Multi-Layer Multi-Chip Neuromorphic Vision Systems
Autor/es | Serrano Gotarredona, Rafael
Oster, M. Lichtsteiner, P. Linares Barranco, Alejandro Paz Vicente, Rafael Gómez Rodríguez, Francisco de Asís Kolle Riis, H. Delbrück, Tobi Liu, Shih-Chii Zahnd, S. Whatley, A.M. Douglas, R. Häfliger, P. Jiménez Moreno, Gabriel Civit Balcells, Antón Serrano Gotarredona, María Teresa Acosta Jiménez, Antonio José Linares Barranco, Bernabé |
Departamento | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores Instituto de Microelectrónica de Sevilla (IMSE-CNM) |
Fecha de publicación | 2005 |
Fecha de depósito | 2019-12-12 |
Publicado en |
|
Resumen | A 5-layer neuromorphic vision processor whose components
communicate spike events asychronously using the address-eventrepresentation
(AER) is demonstrated. The system includes a retina
chip, two convolution chips, a ... A 5-layer neuromorphic vision processor whose components communicate spike events asychronously using the address-eventrepresentation (AER) is demonstrated. The system includes a retina chip, two convolution chips, a 2D winner-take-all chip, a delay line chip, a learning classifier chip, and a set of PCBs for computer interfacing and address space remappings. The components use a mixture of analog and digital computation and will learn to classify trajectories of a moving object. A complete experimental setup and measurements results are shown. |
Identificador del proyecto | IST-2001-34124 (CAVIAR)
TIC-2003-08164-C03-02 |
Cita | Serrano Gotarredona, R., Oster, M., Lichtsteiner, P., Linares Barranco, A., Paz Vicente, R., Gómez Rodríguez, F.d.A.,...,Linares Barranco, B. (2005). AER Building Blocks for Multi-Layer Multi-Chip Neuromorphic Vision Systems. En NIPS 2005: Advances in Neural Information Processing Systems 18 (1217-1224), Vancouver, British Columbia, Canada: Neural Information Processing Systems Foundation. |
Ficheros | Tamaño | Formato | Ver | Descripción |
---|---|---|---|---|
AER Building Blocks.pdf | 556.2Kb | [PDF] | Ver/ | |