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Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA

Antonio Ríos-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Ángel Jiménez-Fernández, G. Jiménez, Alejandro Linares-Barranco

Year
2015
Citations
5

Abstract

Multisensory integration is commonly used in various robotic areas to collect much more information from an environment using different and complementary types of sensors. This demonstration presents a scenario where the motor rotation frequency is obtained using an AER DVS128 retina chip (Dynamic Vision Sensor) and a frequency decomposer auditory system on a FPGA that mimics a biological cochlea. Both of them are spike-based sensors with Address-Event-Representation (AER) outputs. A new AER monitor hardware interface, based on a Spartan-6 FPGA, allows two operational modes: real-time (up to 5 Mevps through USB2.0) and off-line mode (up to 20 Mevps and 33.5 Mev stored in DDR RAM). The sensory integration allows the bio-inspired cochlea limit to provide a concrete range of rpm approaches, which are obtained by the silicon retina.

Keywords

Computer scienceField-programmable gate arrayNeuromorphic engineeringSpike (software development)Computer hardwareInterface (matter)Sensory systemTime delay and integrationComputer visionArtificial intelligence

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