DocumentCode
3203312
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
fYear
2012
fDate
5-8 Aug. 2012
Firstpage
89
Lastpage
92
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2012 IEEE 55th International Midwest Symposium on
Conference_Location
Boise, ID
ISSN
1548-3746
Print_ISBN
978-1-4673-2526-4
Electronic_ISBN
1548-3746
Type
conf
DOI
10.1109/MWSCAS.2012.6291964
Filename
6291964
Link To Document