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Author

Sungjun Kim

2 papers indexed here

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Aug 2026

Probabilistic Threshold-Switching Memristor for LIF Spiking and RBM Sampling

Probabilistic switching in volatile threshold-switching (TS) memristors is often regarded as variability in deterministic circuits, but, when properly calibrated, it can provide a useful probability source for neuromorphic and probabilistic computing. Here, we investigate an Ag/HfO2/Pt/Ti conductive-bridge RAM (CBRAM...

Seungman Park, S. Kim, Gyu-Mi Park et al. · 0 citations
Aug 2026

Hardware realization of memory-augmented neural networks using multi-level RRAM arrays.

We present a hardware parameterized simulation of a memory-augmented neural network (MANN) using multi-level RRAM crossbar arrays with precise analog programmability. MANNs enable rapid learning from limited data, but conventional architectures suffer from data-movement bottlenecks in similarity-based retrieval. To ove...

Gimun Kim, Yongjin Byun, Sungjoon Kim et al. · 0 citations

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