Title :
An Ultrafast Image Recovery and Recognition System Implemented With Nanomagnets Possessing Biaxial Magnetocrystalline Anisotropy
Author :
DrSouza, N. ; Atulasimha, Jayasimha ; Bandyopadhyay, Supriyo
Author_Institution :
Dept. of Mech. & Nucl. Eng., Virginia Commonwealth Univ., Richmond, VA, USA
Abstract :
A circular magnetic disk with biaxial magnetocrystalline anisotropy has four stable magnetization states which can be used to encode a pixel´s shade in a black/gray/white image. By solving the Landau-Lifshitz-Gilbert equation, we show that if moderate noise deflects the magnetization slightly from a stable state, it always returns to the original state, thereby automatically denoising the corrupted image. The same system can compare a noisy input image with a stored image and make a matching decision using magnetic tunnel junctions. These tasks are executed at ultrahigh speeds ( ~ 2 ns for a 512 ×512 pixel image).
Keywords :
image recognition; magnetic anisotropy; magnetic disc storage; magnetic noise; nanomagnetics; Landau-Lifshitz-Gilbert equation; biaxial magnetocrystalline anisotropy; black-gray-white image; circular magnetic disk; corrupted image; magnetic tunnel junctions; magnetization states; matching decision; moderate noise; nanomagnets; noisy input image; pixel shade; recognition system; stable state; stored image; ultrafast image recovery; Magnetic resonance imaging; Magnetic tunneling; Magnetization; Nickel; Perpendicular magnetic anisotropy; Vectors; Biaxial magnetocrystalline anisotropy; Landau–Lifshitz–Gilbert (LLG); image processing; nanomagnet;
Journal_Title :
Nanotechnology, IEEE Transactions on
DOI :
10.1109/TNANO.2012.2204769