Title :
True Random Number Generation by Variability of Resistive Switching in Oxide-Based Devices
Author :
Balatti, Simone ; Ambrogio, Stefano ; Zhongqiang Wang ; Ielmini, Daniele
Author_Institution :
Dipt. di Elettron., Inf. e Bioingegneria, Politec. di Milano, Milan, Italy
Abstract :
Scalable, low-power random number generator (RNG) blocks are essential for encryption in today´s communication systems. To allow for true RNG, a system must display an inherently-random physical phenomenon, such as the timing of individual fluctuations in random telegraph noise or the random trapping/detrapping phenomena in dielectrics. In this work, a true RNG based on set variability in a resistive switching memory (RRAM) is demonstrated. The RNG relies on a single RRAM device, which is repeatedly programmed at a constant voltage close to the nominal set voltage. Due to the statistical variability of the set voltage, set transition takes place only in 50% of the applied pulses, thus resulting in a bimodal distribution of resistance. The bimodal distribution of analog resistance is finally converted into a 0/1 distribution of output voltage values through digital regeneration with a CMOS inverter.
Keywords :
CMOS integrated circuits; cryptography; invertors; random number generation; resistive RAM; statistical analysis; telecommunication security; telegraphy; CMOS inverter; RRAM; bimodal distribution; communication system; dielectrics; digital regeneration; encryption; low-power RNG block; low-power random number generator block; output voltage values; oxide-based device; random detrapping phenomena; random telegraph noise; random trapping phenomena; resistive switching memory; statistical variability; true random number generation; Electrical resistance measurement; Immune system; Pulse measurements; Resistance; Switches; Transistors; Voltage measurement; Memory reliability; nonvolatile memory; random number generation; resistive-switching memory (RRAM);
Journal_Title :
Emerging and Selected Topics in Circuits and Systems, IEEE Journal on
DOI :
10.1109/JETCAS.2015.2426492