Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. - Ligang Gao; Farnood Merrikh-Bayat; Fabien Alibart; Xinjie Guo; Brian D. Hoskins; Kwang-Ting Cheng; Dmitri B. Strukov (NANOARCH, 2013)

Redesigning commercial floating-gate memory for analog computing applications. - Farnood Merrikh-Bayat; Xinjie Guo; H. A. Ommani; N. Do; Konstantin K. Likharev; Dmitri B. Strukov (ISCAS, 2015)

Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays. - Farnood Merrikh-Bayat; Xinjie Guo; Michael Klachko; Mirko Prezioso; Konstantin K. Likharev; Dmitri B. Strukov (CoRR, 2016)

Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells. - Xinjie Guo; Farnood Merrikh-Bayat; Mirko Prezioso; Y. Chen; B. Nguyen; N. Do; Dmitri B. Strukov (CICC, 2017)

Exponential-weight multilayer perceptron. - Farnood Merrikh-Bayat; Xinjie Guo; Dmitri B. Strukov (IJCNN, 2017)

Mixed Signal Neurocomputing Based on Floating-gate Memories - Xinjie Guo (2017)

High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays. - Farnood Merrikh-Bayat; Xinjie Guo; Michael Klachko; Mirko Prezioso; Konstantin K. Likharev; Dmitri B. Strukov (IEEE Trans. Neural Networks Learn. Syst., 2018)

ChipSecure: A Reconfigurable Analog eFlash-Based PUF with Machine Learning Attack Resiliency in 55nm CMOS. - Mohammad Reza Mahmoodi; Hussein Nili; Shabnam Larimian; Xinjie Guo; Dmitri B. Strukov (DAC, 2019)

A 4-bit Integer-Only Neural Network Quantization Method Based on Shift Batch Normalization. - Qingyu Guo; Xiaoxin Cui; Jian Zhang; Aifei Zhang; Xinjie Guo; Yuan Wang 001 (ISCAS, 2022)

SSM-CIM: An Efficient CIM Macro Featuring Single-Step Multi-bit MAC Computation for CNN Edge Inference. - Heng Zhang; Sunan He; Xin Lu; Xinjie Guo; Shaodi Wang; Yuan Du; Li Du (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

MindSpeed RL: Distributed Dataflow for Scalable and Efficient RL Training on Ascend NPU Cluster. - Laingjun Feng; Chenyi Pan; Xinjie Guo; Fei Mei; Benzhe Ning; Jianxiang Zhang; Xinyang Liu; Beirong Zhou; Zeng Shu; Chang Liu; Guang Yang; Zhenyu Han; et al. (CoRR, 2025)