Jiseong Im

Vertical NAND Flash Memory‐Based Bayesian Neural Networks With Intrinsic Gaussian Weight Sampling

Bayesian neural networks (BNNs) provide improved robustness and well‐calibrated uncertainty estimates compared with deterministic networks, but their hardware realization remains challenging because Gaussian weight sampling typically requires random number generators, substantial...

Monolithic three-dimensionally integrated memristor-thin-film transistor for electrically programmable multimode reservoir computing

Reservoir computing offers an efficient framework for processing temporal information, but most hardware reservoirs exhibit fixed or narrowly tunable dynamics determined by intrinsic material relaxation time. A monolithically integrated memristor-thin-film transistor reservoir ke...