Title :
Image Segmentation using Neuromorphic Integrate-and-Fire Cells
Author :
Crebbin, Gregory
Author_Institution :
Sch. of Eng. & Math., Edith Cowan Univ., Joondalup, WA
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;
Conference_Titel :
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9283-3
DOI :
10.1109/ICICS.2005.1689056