Accelerating deep neural networks with analog memory devices
Geoffrey W. Burr, Stefano Ambrogio, et al.
CSTIC 2019
The cycling endurance of phase-change memory is one of the last hurdles to overcome to enable its adoption in the larger market for persistent memory products. Phase-change memory cycling endurance failures, whether they are stuck-SET (caused by elemental segregation) or stuck-RESET (caused by void formation), are caused by atomic migration. Various driving forces responsible for the atomic migration have been identified, such as hole-wind force, electrostatic force, and crystallization-induced segregation. We introduce several strategies to improve cycling endurance based on an understanding of driving forces and interactions among them. Utilizing some of these endurance-improving techniques, record-high phase-change memory cycling endurance at around 1012 cycles has been recently reported using a confined phase-change memory cell with a metallic liner.
Geoffrey W. Burr, Stefano Ambrogio, et al.
CSTIC 2019
Jaione Tirapu Azpiroz, Geoffrey W. Burr, et al.
SPIE Advanced Lithography 2008
Ning Li, Charles Mackin, et al.
Advanced Materials
Geoffrey W. Burr, Ardavan Farjadpour
SPIE IOPTO 2005