DocumentCode
2474680
Title
Image Segmentation using Neuromorphic Integrate-and-Fire Cells
Author
Crebbin, Gregory
Author_Institution
Sch. of Eng. & Math., Edith Cowan Univ., Joondalup, WA
fYear
0
fDate
0-0 0
Firstpage
305
Lastpage
309
Abstract
This paper introduces an electronic circuit implementation of an integrate-and-fire cell. The cell generates output current pulses when the input light intensity exceeds a given threshold. A firing cell also transmits its firing pattern to neighbouring cells, thereby causing blocks of cells to fire in synchrony when their detectors receive similar input light intensities. The synchronicity and frequency of the pulses can be used to code an image into separate regions or objects. The actions of the cell are demonstrated with the simulation of a linear 8-cell array
Keywords
image coding; image segmentation; synchronisation; current pulse; electronic circuit implementation; image coding; image segmentation; light intensity; linear 8-cell array; neuromorphic integrate-and-fire cell; synchronicity; Circuits; Fires; Frequency synchronization; Hardware; Image segmentation; Neuromorphics; Photodetectors; Pulse amplifiers; Pulse generation; Voltage; integrate-and-fire; neuromorphic; segmentation; synchronisation;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location
Bangkok
Print_ISBN
0-7803-9283-3
Type
conf
DOI
10.1109/ICICS.2005.1689056
Filename
1689056
Link To Document