Xinjie Guo

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Multilayer Perceptron

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Heng Zhang, Sunan He, Xin Lu, Xinjie Guo, Shaodi Wang, Yuan Du, Li Du
SSM-CIM: An Efficient CIM Macro Featuring Single-Step Multi-bit MAC Computation for CNN Edge Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Qingyu Guo, Xiaoxin Cui, Jian Zhang, Aifei Zhang, Xinjie Guo, Yuan Wang
A 4-bit Integer-Only Neural Network Quantization Method Based on Shift Batch Normalization. ISCAS (2022)
Mohammad Reza Mahmoodi, Hussein Nili, Shabnam Larimian, Xinjie Guo, Dmitri B. Strukov
ChipSecure: A Reconfigurable Analog eFlash-Based PUF with Machine Learning Attack Resiliency in 55nm CMOS. DAC (2019)
Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov
High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov
Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells. CICC (2017)
Farnood Merrikh-Bayat, Xinjie Guo, Dmitri B. Strukov
Exponential-weight multilayer perceptron. IJCNN (2017)
Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov
Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays. CoRR (2016)
Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov
Temperature-Insensitive Analog Vector-by-Matrix Multiplier Based on 55 nm NOR Flash Memory Cells. CoRR (2016)
Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov
Redesigning commercial floating-gate memory for analog computing applications. ISCAS (2015)
Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov
Redesigning Commercial Floating-Gate Memory for Analog Computing Applications. CoRR (2014)
Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins, Kwang-Ting Cheng, Dmitri B. Strukov
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH (2013)