Reservoir Computing With Spin Waves Excited in a Garnet Film
作者： Ryosho Nakane , Gouhei Tanaka , Akira Hirose
DOI: 10.1109/ACCESS.2018.2794584
关键词:
摘要: … ABSTRACT We propose a reservoir computing device utilizing spin waves that propagate in a garnet film equipped with multiple input/output electrodes. In recent years, reservoir …
sci-hub.se 参考文章(23)
M. Collet, X. de Milly, O. d’Allivy Kelly, V. V. Naletov, R. Bernard, P. Bortolotti, J. Ben Youssef, V. E. Demidov, S. O. Demokritov, J. L. Prieto, M. Muñoz, V. Cros, A. Anane, G. de Loubens, O. Klein, Generation of coherent spin-wave modes in yttrium iron garnet microdiscs by spin-orbit torque. Nature Communications. ,vol. 7, pp. 10377- 10377 ,(2016) , 10.1038/NCOMMS10377
L. Appeltant, M.C. Soriano, G. Van der Sande, J. Danckaert, S. Massar, J. Dambre, B. Schrauwen, C.R. Mirasso, I. Fischer, Information processing using a single dynamical node as complex system Nature Communications. ,vol. 2, pp. 468- 468 ,(2011) , 10.1038/NCOMMS1476
Masashi Kubota, Atsushi Tsukazaki, Fumitaka Kagawa, Keisuke Shibuya, Yusuke Tokunaga, Masashi Kawasaki, Yoshinori Tokura, Stress-Induced Perpendicular Magnetization in Epitaxial Iron Garnet Thin Films Applied Physics Express. ,vol. 5, pp. 103002- ,(2012) , 10.1143/APEX.5.103002
Riccardo Hertel, Wulf Wulfhekel, Jürgen Kirschner, Domain-wall induced phase shifts in spin waves. Physical Review Letters. ,vol. 93, pp. 257202- ,(2004) , 10.1103/PHYSREVLETT.93.257202
L. Larger, M. C. Soriano, D. Brunner, L. Appeltant, J. M. Gutierrez, L. Pesquera, C. R. Mirasso, I. Fischer, Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing. Optics Express. ,vol. 20, pp. 3241- 3249 ,(2012) , 10.1364/OE.20.003241
A. H. Bobeck, E. G. Spencer, L. G. Van Uitert, S. C. Abrahams, R. L. Barns, W. H. Grodkiewicz, R. C. Sherwood, P. H. Schmidt, D. H. Smith, E. M. Walters, UNIAXIAL MAGNETIC GARNETS FOR DOMAIN WALL ``BUBBLE'' DEVICES Applied Physics Letters. ,vol. 17, pp. 131- 134 ,(1970) , 10.1063/1.1653335
A. Khitun, Mingqiang Bao, K.L. Wang, Spin Wave Magnetic NanoFabric: A New Approach to Spin-Based Logic Circuitry IEEE Transactions on Magnetics. ,vol. 44, pp. 2141- 2152 ,(2008) , 10.1109/TMAG.2008.2000812
Wolfgang Maass, Thomas Natschläger, Henry Markram, Real-time computing without stable states: a new framework for neural computation based on perturbations Neural Computation. ,vol. 14, pp. 2531- 2560 ,(2002) , 10.1162/089976602760407955
Yvan Paquot, Francois Duport, Joni Dambre, Marc Haelterman, Serge Massar, Antoneo Smerieri, Benjamin Schrauwen, Optoelectronic reservoir computing. Scientific Reports. ,vol. 2, pp. 287- 287 ,(2012) , 10.1038/SREP00287
Herbert Jaeger, Harald Haas, Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication Science. ,vol. 304, pp. 78- 80 ,(2004) , 10.1126/SCIENCE.1091277