A biologically plausible acoustic motion detection neural network.
In this paper we present an acoustic motion detection system to be used in a small mobile robot. While the first purpose of the system has been to be a reliable computational implementation, cheap enough to be built in hardware, effort has also been taken to construct a biologically plausible solution. The motion detector consists of a neural network composed of motion-direction sensitive neurons with a preferred direction and a preferred region of the azimuth. The system was designed to produce a higher response when stimulated by motion in the preferred direction than in the null direction and that is in fact what the system does, which means that, as desired, the system can detect motion and distinguish its direction.
Cavaco
S
S
Departamento de Informática, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Monte da Caparica, Portugal. sc@di.fct.unl.pt
Hallam
J
J
D001303:Auditory Cortex / Q000166:cytology / Q000502:physiology; D001306:Auditory Pathways; D003201:Computers; D006801:Humans; D009039:Motion Perception; D016571:Neural Networks, Computer; D009475:Neurons, Afferent / Q000502:physiology; D012371:Robotics / Q000295:instrumentation / Q000379:methods*; D013017:Sound Localization