Title :
A neuromorphic circuit that computes differential motion
Author :
Tseng, Ko-Chung ; Parker, Alice C.
Author_Institution :
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Detecting moving objects in a moving background or a dynamic scene is essential to the survival of some animals. The circuitry computing differential motion is found in the biological retina. An object-motion-sensitivity (OMS) ganglion cell remains silent under global motion of the entire image but fires when the image patch in its receptive field moves differently from the background. In this paper, we present a neuromorphic circuit that compares the motion speeds of the central receptive field and peripheral receptive field. We demonstrate that there is a response if motion speeds of the central and peripheral receptive fields are different. However, the response is suppressed if motion speeds of central and peripheral receptive fields are the same.
Keywords :
biocomputing; cellular biophysics; eye; image motion analysis; natural scenes; neural nets; object detection; sensitivity; OMS ganglion cell; biological retina; central receptive field; differential motion computation; differential motion detection; dynamic scene; image patch; moving background; moving object detection; neuromorphic circuit; object motion sensitivity ganglion cell; peripheral receptive field; Bars; Integrated circuit modeling; Motion detection; Neuromorphics; Photoreceptors; Retina; Transistors; Differential Motion Detection; Inhibition; Neuromorphic Circuit; Receptive Field; Retina;
Conference_Titel :
Circuits and Systems (MWSCAS), 2012 IEEE 55th International Midwest Symposium on
Conference_Location :
Boise, ID
Print_ISBN :
978-1-4673-2526-4
Electronic_ISBN :
1548-3746
DOI :
10.1109/MWSCAS.2012.6291964