Neural Synaptic Plasticity-Like Computing: An Ultra-Low Cost Approach for Artificial Neural Networks Implementation. - Zihan Xia 002; Jienan Chen; Shaoxia He; Shuai Li 016 (ISCAS, 2020)

Reconfigurable Neural Synaptic Plasticity-Based Stochastic Deep Neural Network Computing. - Zihan Xia 002; Ya Dong; Jienan Chen; Rui Wan; Shuai Li 016; Tingyong Wu (SiPS, 2021)

Neural Synaptic Plasticity-Inspired Computing: A High Computing Efficient Deep Convolutional Neural Network Accelerator. - Zihan Xia 002; Jienan Chen; Qiu Huang; Jinting Luo; Jianhao Hu (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

An Ultra-Energy-Efficient and High Accuracy ECG Classification Processor With SNN Inference Assisted by On-Chip ANN Learning. - Ruixin Mao; Sixu Li; Zhaomin Zhang; Zihan Xia 002; Jianbiao Xiao; Zixuan Zhu 001; Jiahao Liu 006; Weiwei Shan; Liang Chang 002; Jun Zhou 017 (IEEE Trans. Biomed. Circuits Syst., 2022)

FSNAP: An Ultra-Energy-Efficient Few-Spikes-Neuron Based Reconfigurable SNN Processor Enabling Unified On-Chip Learning and Accuracy-Driven Adaptive Time-Window Tuning. - Ruixin Mao; Lin Tang; Zihan Xia 002; Zhaomin Zhang; Aoyu Shen; Yu Long 005; Jinhong Guo; Yunpeng He; Lai Zhang; Shujuan Wang; Liang Zhou; Liang Chang 002; et al. (VLSI Technology and Circuits, 2024)

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. - Sumukh Pinge; Ashkan Moradifirouzabadi; Keming Fan; Prasanna Venkatesan Ravindran; Tanvir H. Pantha; Po-Kai Hsu; Zheyu Li; Weihong Xu; Zihan Xia 002; Flavio Ponzina; Winston Chern; Taeyoung Song; et al. (ICCAD, 2025)

Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution. - Chang Eun Song; Priyansh Bhatnagar; Zihan Xia 002; Nam Sung Kim; Tajana Rosing; Mingu Kang (ISCA, 2025)

Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving. - Yue Pan 009; Zihan Xia 002; Po-Kai Hsu; Lanxiang Hu; Hyungyo Kim; Janak Sharda; Minxuan Zhou; Nam Sung Kim; Shimeng Yu; Tajana Rosing; Mingu Kang (MICRO, 2025)

A 4.86-pJ/b Energy-Efficient Fully Parallel Stochastic LDPC Decoder With Two-Stage Shared Memory. - Yakun Zhou; Jienan Chen; Yizhuo Zhou; Zihan Xia 002; Chuan Zhang 001; Runsheng Wang (IEEE Trans. Very Large Scale Integr. Syst., 2025)

Exploiting Chiplet Integration Technology for Fast High-Capacity DRAM Modules. - Zihan Xia 002; Chihun Song; Ram Krishna; Ashita Victor; Srujan Penta; Muhannad S. Bakir; Elyse Rosenbaum; Nam Sung Kim; Mingu Kang (IEEE Trans. Very Large Scale Integr. Syst., 2025)

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. - Sumukh Pinge; Ashkan Moradifirouzabadi; Keming Fan; Prasanna Venkatesan Ravindran; Tanvir H. Pantha; Po-Kai Hsu; Zheyu Li; Weihong Xu; Zihan Xia 002; Flavio Ponzina; Winston Chern; Taeyoung Song; et al. (CoRR, 2025)

FSNAP: An Ultra-Energy-Efficient Reconfigurable Few-Spikes-Neuron-Based SNN Processor Supporting Unified On-Chip Learning and Adaptive Time-Window Tuning. - Ruixin Mao; Lin Tang; Zihan Xia 002; Aoyu Shen; Haojie Wei; Zhaomin Zhang; Yuncheng Lu; Yu Long 005; Jinhong Guo; Liang Zhou; Liang Chang 002; Shanshan Liu 001; et al. (IEEE J. Solid State Circuits, 2026)

TRIM: Acceleration of Multiplication-Less Neural Networks via Versatile Sparsities. - Zihan Xia 002; Mingu Kang (IEEE Trans. Circuits Syst. I Regul. Pap., 2026)

DmNE: A Dual-Mode Neural Engine for Multiplicative and Multiplication-Free Kernels With Fine-Grained Precision Scaling and Processing Elementwise Power Gating. - Zihan Xia 002; Mingu Kang (IEEE J. Solid State Circuits, 2026)