Title :
Spin Torque Nano Oscillator based correlator
Author :
Bhat, Anirudha Shyamprasad ; Mazumder, Prasenjit ; Chang, Joana
Author_Institution :
Dept. of Electr. & Electron. Eng., Birla Inst. of Technol. & Sci., Pilani, India
Abstract :
Spintronics has emerged now as a viable post-CMOS technology. The main goal of this paper is to demonstrate pattern recognition using a cluster of eight Spin Transfer Torque (STT) devices biased to operate as variable frequency oscillators, Spin Torque Nano Oscillators (STNO). The phases of STNOs can be correlated to detect a trained input pattern. This is further used to design a correlator that detects the similarity of two patterns. While the spintronics devices are generally optimized for storing binary digital data, this paper shows how they can be configured to execute neuromorphic tasks without requiring any neurons and synaptic elements.
Keywords :
CMOS integrated circuits; correlators; magnetoelectronics; nanoelectronics; oscillators; STNO phase; STT devices; binary digital data; neuromorphic tasks; neurons; pattern recognition; post-CMOS technology; spin torque nanooscillator-based correlator; spin transfer torque devices; spintronic device; synaptic elements; trained input pattern detection; variable frequency oscillators; CMOS integrated circuits; Critical current density (superconductivity); Equations; Magnetic separation; Mathematical model; Saturation magnetization; Thermal stability;
Conference_Titel :
Nanotechnology (IEEE-NANO), 2014 IEEE 14th International Conference on
Conference_Location :
Toronto, ON
DOI :
10.1109/NANO.2014.6968004