Spin Torque Nano Oscillator based correlator

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 ca...

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Bibliographic Details
Main Authors: Bhat, Anirudha Shyamprasad, Mazumder, Pinaki, Chang, Joseph
Format: Conference Proceeding
Language:English
Subjects:
CMOS integrated circuits
Critical current density (superconductivity)
Equations
Magnetic separation
Mathematical model
Saturation magnetization
Thermal stability
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Summary: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.
ISSN:1944-9399
1944-9380
DOI:10.1109/NANO.2014.6968004