Title :
Neuromorphic selective attention systems
Author :
Indiveri, Giacomo
Author_Institution :
Inst. of Neuroinformatics, Zurich Univ., Switzerland
Abstract :
Selective attention mechanisms allow sensory systems with limited processing capacity to function in real time independent of the size of the stimulus input space. They can be particularly useful in vision systems, where the amount of information provided by the sensors typically exceeds the system´s processing capacity. We present circuits for implementing models of selective attention mechanisms and show application examples, ranging from single chip focal plane processors to active multi chip vision systems, that perform active tracking and selective scanning tasks.
Keywords :
active vision; focal planes; neural chips; WTA circuit; active multi-chip vision system; active tracking; neuromorphic selective attention system; selective scanning; sensory system; single-chip focal plane processor; Biological systems; Capacitive sensors; Coupling circuits; Feedback circuits; Floods; Machine vision; Neuromorphics; Real time systems; Sensor phenomena and characterization; Sensor systems;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1205133