Compact model of memristors and its application in computing systems. - Hai Li 001; Miao Hu 002 (DATE, 2010)

Geometry variations analysis of TiO2 thin-film and spintronic memristors. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Xiaobin Wang; Robinson E. Pino (ASP-DAC, 2011)

Fast statistical model of TiO2 thin-film memristor and design implication. - Miao Hu 002; Hai Li 001; Robinson E. Pino (ICCAD, 2011)

Spintronic Memristor: Compact Model and Statistical Analysis. - Miao Hu 002; Hai (Helen) Li; Yiran Chen 001; Xiaobin Wang (J. Low Power Electron., 2011)

Hardware realization of BSB recall function using memristor crossbar arrays. - Miao Hu 002; Hai Li 001; Qing Wu 002; Garrett S. Rose (DAC, 2012)

Statistical memristor modeling and case study in neuromorphic computing. - Robinson E. Pino; Hai (Helen) Li; Yiran Chen 001; Miao Hu 002; Beiye Liu (DAC, 2012)

Memristor crossbar based hardware realization of BSB recall function. - Miao Hu 002; Hai Li 001; Qing Wu 002; Garrett S. Rose; Yiran Chen 001 (IJCNN, 2012)

BSB training scheme implementation on memristor-based circuit. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Qing Wu 002; Garrett S. Rose (CISDA, 2013)

Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems. - Beiye Liu; Miao Hu 002; Hai Li 001; Yiran Chen 001; Chun Xue 001 (CODES+ISSS, 2013)

Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine. - Beiye Liu; Miao Hu 002; Hai Li 001; Zhi-Hong Mao; Yiran Chen 001; Tingwen Huang; Wei Zhang 012 (DAC, 2013)

Memristor-based approximated computation. - Boxun Li; Yi Shan; Miao Hu 002; Yu Wang 002; Yiran Chen 001; Huazhong Yang (ISLPED, 2013)

The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design. - Miao Hu 002; Yu Wang 002; Qinru Qiu; Yiran Chen 001; Hai Li 001 (ASP-DAC, 2014)

Memristor Modeling - Static, Statistical, and Stochastic Methodologies. - Hai Li 001; Miao Hu 002; Chuandong Li 001; Shukai Duan 001 (ISVLSI, 2014)

Neuromorphic acceleration for context aware text image recognition. - Qinru Qiu; Zhe Li 001; Khadeer Ahmed; Hai (Helen) Li; Miao Hu 002 (SiPS, 2014)

Emerging memristor technology enabled next generation cortical processor. - Hai Li 001; Miao Hu 002; Xiaoxiao Liu 001; Mengjie Mao; Chuandong Li 001; Shukai Duan 001 (SoCC, 2014)

Memristor Crossbar-Based Neuromorphic Computing System: A Case Study. - Miao Hu 002; Hai Li 001; Yiran Chen 001; Qing Wu 002; Garrett S. Rose; Richard W. Linderman (IEEE Trans. Neural Networks Learn. Syst., 2014)

A Novel True Random Number Generator Design Leveraging Emerging Memristor Technology. - Yandan Wang; Wei Wen; Hai Li 001; Miao Hu 002 (ACM Great Lakes Symposium on VLSI, 2015)

Dot-product engine for neuromorphic computing: programming 1T1M crossbar to accelerate matrix-vector multiplication. - Miao Hu 002; John Paul Strachan; Zhiyong Li; Emmanuelle M. Grafals; Noraica Davila; Catherine Graves; Sity Lam; Ning Ge 001; Jianhua Joshua Yang; R. Stanley Williams (DAC, 2016)

Accelerating Discrete Fourier Transforms with dot-product engine. - Miao Hu 002; John Paul Strachan (ICRC, 2016)

ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. - Ali Shafiee; Anirban Nag; Naveen Muralimanohar; Rajeev Balasubramonian; John Paul Strachan; Miao Hu 002; R. Stanley Williams; Vivek Srikumar (ISCA, 2016)

Dot-product engine as computing memory to accelerate machine learning algorithms. - Miao Hu 002; John Paul Strachan; Zhiyong Li; R. Stanley Williams (ISQED, 2016)

Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems. - Miao Hu 002; Yandan Wang; Wei Wen; Yu Wang 002; Hai Li 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2016)

A Neuromorphic Architecture for Context Aware Text Image Recognition. - Qinru Qiu; Zhe Li 001; Khadeer Ahmed; Wei Liu; Syed Faisal Habib; Hai (Helen) Li; Miao Hu 002 (J. Signal Process. Syst., 2016)

Rescuing Memristor-based Neuromorphic Design with High Defects. - Chenchen Liu; Miao Hu 002; John Paul Strachan; Hai (Helen) Li (DAC, 2017)

A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. - Miao Hu 002; Yiran Chen 001; J. Joshua Yang; Yu Wang 002; Hai Helen Li (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Large Memristor Crossbars for Analog Computing. - Can Li; Yunning Li; Hao Jiang 017; Wenhao Song; Peng Lin; Zhongrui Wang; J. Joshua Yang; Qiangfei Xia; Miao Hu 002; Eric Montgomery; Jiaming Zhang; Noraica Dávila; et al. (ISCAS, 2018)

Long short-term memory networks in memristor crossbars. - Can Li; Zhongrui Wang; Mingyi Rao; Daniel Belkin; Wenhao Song; Hao Jiang 017; Peng Yan; Yunning Li; Peng Lin; Miao Hu 002; Ning Ge 001; John Paul Strachan; et al. (CoRR, 2018)

Memristor-based Deep Convolution Neural Network: A Case Study. - Fan Zhang 069; Miao Hu 002 (CoRR, 2018)

Long short-term memory networks in memristor crossbar arrays. - Can Li; Zhongrui Wang; Mingyi Rao; Daniel Belkin; Wenhao Song; Hao Jiang 017; Peng Yan; Yunning Li; Peng Lin; Miao Hu 002; Ning Ge 001; John Paul Strachan; et al. (Nat. Mach. Intell., 2019)

In situ training of feed-forward and recurrent convolutional memristor networks. - Zhongrui Wang; Can Li; Peng Lin; Mingyi Rao; Yongyang Nie; Wenhao Song; Qinru Qiu; Yunning Li; Peng Yan; John Paul Strachan; Ning Ge 001; Nathan McDonald; et al. (Nat. Mach. Intell., 2019)

Defects Mitigation in Resistive Crossbars for Analog Vector Matrix Multiplication. - Fan Zhang 069; Miao Hu 002 (ASP-DAC, 2020)

CCCS: Customized SPICE-level Crossbar-array Circuit Simulator for In-Memory Computing. - Fan Zhang 069; Miao Hu 002 (ICCAD, 2020)

Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural Networks. - Fan Zhang 069; Miao Hu 002 (ACM J. Emerg. Technol. Comput. Syst., 2020)

Multi-diseases detection with memristive system on chip. - Zihan Wang; Daniel W. Yang; Zerui Liu; Evan Yan; Heming Sun; Ning Ge 001; Miao Hu 002; Wei Wu (CoRR, 2024)