Published January 21, 2019
| Version v1
Publication
Sistema de reconocimiento de caracteres de alta velocidad basado en eventos
Description
Spike-based processing technology is capable of very
high speed throughput, as it does not rely on sensing and
processing sequences of frames. Besides, it allows building
complex and hierarchically structured cortical-like layers for
sophisticated processing. In this paper we summarize the
fundamental properties of this sensing and processing
technology applied to artificial vision systems and the AER
(Address Event Representation) protocol used in hardware
spiking systems. Finally a four-layer system is described for
character recognition. The system is slightly based on the
Fukushima´s Neocognitron. Realistic simulations using figures
of already existing AER devices are provided, which show
recognition delays under 10μs.
Abstract
Ministerio de Ciencia e Innovación (VULCANO) TEC2009-10639-C04-01Additional details
Identifiers
- URL
- https://idus.us.es/handle//11441/81783
- URN
- urn:oai:idus.us.es:11441/81783