Title :
A neuromorphic circuit for motion detection with single-electron devices based on correlation neural networks
Author :
Kikombo, Andrew Kilinga ; Asai, Tetsuya ; Amemiya, Yoshihito
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo, Japan
Abstract :
In this work, toward realizing neuromorphic image processors with nano-electronic devices, we propose a basic circuit consisting of single-electronic devices and demonstrate that it can detect motion in incident images.
Keywords :
correlation methods; microprocessor chips; motion estimation; nanoelectronics; neural nets; correlation neural networks; motion detection; nanoelectronic devices; neuromorphic circuit; neuromorphic image processors; single-electron devices; single-electronic devices; Circuits; Correlators; Delay; Motion detection; Neural networks; Neuromorphics; Oscillators; Photoreceptors; Single electron devices; Tunneling;
Conference_Titel :
Silicon Nanoelectronics Workshop, 2008. SNW 2008. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-2071-1
DOI :
10.1109/SNW.2008.5418420
