Title :
Reset-induced variability of retention characteristics in phase change memory (PCM)
Author :
Rizzi, Maurizio ; Ciocchini, Nicola ; Montefiori, A. ; Ferro, Marcello ; Lacaita, Andrea L. ; Fantini, P. ; Ielmini, Daniele
Author_Institution :
Dipt. di Elettron., Inf. e Bioingegneria, Politec. di Milano, Milan, Italy
Abstract :
Data retention in phase change memory (PCM) is limited by the metastable nature of the amorphous phase, which transforms into the stable crystalline phase at elevated temperatures. A deeper understanding of PCM retention statistics, carried out through an extensive statistical characterization at array level and a physical-based model, is necessary for proper failure testing and prediction of PCM reliability. This work addresses retention statistics both at array level (cell-to-cell statistics) and at single-cell level (cycle-to-cycle statistics), for which we provide evidences for analog and digital random fluctuations in the retention characteristics. We present a physical-based Monte-Carlo model, based on a gaussian spread in the activation energy, which is capable of explaining both the cell-to-cell and the cycle-to-cycle statistics.
Keywords :
Gaussian distribution; Monte Carlo methods; amorphous state; fluctuations; integrated circuit modelling; integrated circuit reliability; integrated circuit testing; metastable states; phase change memories; Gaussian spread; PCM reliability; PCM retention statistics; activation energy; amorphous phase; analog random fluctuations; array level; cell-to-cell statistics; cycle-to-cycle statistics; data retention; digital random fluctuations; failure testing; metastable nature; phase change memory; physical-based Monte-Carlo model; reset-induced variability; retention characteristics; single-cell level; stable crystalline phase; statistical characterization; Arrays; Correlation; Crystallization; Monte Carlo methods; Phase change materials; Phase change memory; Resistance; Monte-Carlo modelling; PCM; Phase change memory; array statistics; crystallization; non-volatile memory; reliability; retention;
Conference_Titel :
Reliability Physics Symposium, 2014 IEEE International
Conference_Location :
Waikoloa, HI
DOI :
10.1109/IRPS.2014.6860679