Pseudo-random number generators (PRNGs) are based on the algorithm that generates a sequence of numbers arranged randomly. Recently, random have been generated through reinforcement learning mechanism. This method characteristics select optimal behavior considering every possible status up to point episode closing secure randomness such numbers. The LSTM is used for long-term memory previous pa...

A True Random Number Generator is an essential component in data encryption, hardware security, physical unclonable functions, and statistical analyses. Conventional CMOS devices usually exploit the thermal noise or jitter to generate randomness, which suffers from high energy consumption, slow bit generating rate, large area, over-complicated circuit. In this mini review, we introduce novel ra...