Title
Pinhole Defect Characterization and Fault Modeling for STT-MRAM Testing
Abstract
The STT-MRAM manufacturing process involves not only traditional CMOS process steps, but also the integration of magnetic tunnel junction (MTJ) devices, the data-storing elements. This paper demonstrates a paradigm shift in fault modeling for STT-MRAMs by performing defect modeling and fault analysis for MTJ pinhole defects which are seen as a key type of STT-MRAM manufacturing defects. A Verilog-A compact model for defect-free MTJ devices is built and calibrated with electrical measurements on actual MTJ wafers. MTJs with a pinhole defect are extensively characterized, both during manufacturing test (t=0) and in the field (t>0), and the data is used to extend our defect-free MTJ compact model to include parameterized pinhole defects. The model is then used to perform single-cell static fault analysis and this shows not only what kind of faults can occur in an STT-MRAM, but also that the conventional fault modeling approach based on linear resistors cannot catch such behavior.
Year
DOI
Venue
2019
10.1109/ETS.2019.8791518
2019 IEEE European Test Symposium (ETS)
Keywords
Field
DocType
Verilog-A compact model,defect-free MTJ devices,manufacturing test,defect-free MTJ compact model,parameterized pinhole defects,single-cell static fault analysis,pinhole defect characterization,STT-MRAM testing,STT-MRAM manufacturing process,magnetic tunnel junction devices,data-storing elements,paradigm shift,MTJ pinhole defects,STT-MRAM manufacturing defects,CMOS process,fault modeling approach,MTJ wafers,electrical measurements,linear resistors
Wafer,Fault analysis,Fault modeling,Computer science,Electrical measurements,Magnetoresistive random-access memory,Electronic engineering,Resistor,Tunnel magnetoresistance,Manufacturing process
Conference
ISSN
ISBN
Citations 
1530-1877
978-1-7281-1174-2
0
PageRank 
References 
Authors
0.34
8
9
Name
Order
Citations
PageRank
Lizhou Wu170.80
Siddharth Rao2112.23
Guilherme Cardoso Medeiros363.59
Mottaqiallah Taouil422433.40
Erik Jan Marinissen52053170.58
Farrukh Yasin600.68
S. Couet711.70
Said Hamdioui8887118.69
G. Kar996.91