Title :
Self-organization in high-coercive garnet films for neural networks
Author :
Kleparski, V.G. ; Matveyev, S.N. ; Starostin, Yu V. ; Chubarenko, V.A.
Author_Institution :
Inst. of Control Sci., Acad. of Sci., Moscow, Russia
Abstract :
The potential of using high-coercive garnet films as a communicate-storage medium for neural networks are discussed. The discussion is based on the analysis of the instability conditions of the homogeneous solution of Landau-Lifshitz equation with respect to small-angle disturbances and experimental investigation of self-organized behaviour of magnetization in high-coercive polycrystalline garnet films with various garnet phase volumes.
Keywords :
garnets; magnetic film stores; self-organising feature maps; Landau-Lifshitz equation; communicate-storage medium; garnet phase volumes; high-coercive polycrystalline garnet films; homogeneous solution; instability conditions; magnetization; neural networks; self-organization; small-angle disturbances; Anisotropic magnetoresistance; Equations; Fluctuations; Garnet films; Intelligent networks; Magnetic analysis; Magnetic films; Magnetization; Micromagnetics; Neural networks;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714242
