Statistical sampling and regression analysis for RT-level power evaluation. - Cheng-Ta Hsieh; Qing Wu 002; Chih-Shun Ding; Massoud Pedram (ICCAD, 1996)

Statistical design of macro-models for RT-level power evaluation. - Qing Wu 002; Chih-Shun Ding; Cheng-Ta Hsieh; Massoud Pedram (ASP-DAC, 1997)

A note on the relationship between signal probability and switching activity. - Qing Wu 002; Massoud Pedram; Xunwei Wu (ASP-DAC, 1997)

Statistical Estimation of the Cumulative Distribution Function for Power Dissipation in VLSI Cirucits. - Chih-Shun Ding; Qing Wu 002; Cheng-Ta Hsieh; Massoud Pedram (DAC, 1997)

A Power Estimation Framework for Designing Low Power Portable Video Applications. - Chi-Ying Tsui; Kai-Keung Chan; Qing Wu 002; Chih-Shun Ding; Massoud Pedram (DAC, 1997)

A New Design for Double Edge Triggered Flip-flops. - Massoud Pedram; Qing Wu 002; Xunwei Wu (ASP-DAC, 1998)

Maximum Power Estimation Using the Limiting Distributions of Extreme Order Statistics. - Qinru Qiu; Qing Wu 002; Massoud Pedram (DAC, 1998)

Stratified random sampling for power estimation. - Chih-Shun Ding; Qing Wu 002; Cheng-Ta Hsieh; Massoud Pedram (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1998)

Cycle-accurate macro-models for RT-level power analysis. - Qing Wu 002; Qinru Qiu; Massoud Pedram; Chih-Shun Ding (IEEE Trans. Very Large Scale Integr. Syst., 1998)

An Integrated Battery-Hardware Model for Portable Electronics. - Massoud Pedram; Chi-Ying Tsui; Qing Wu 002 (ASP-DAC, 1999)

Design Considerations for Battery-Powered Electronics. - Massoud Pedram; Qing Wu 002 (DAC, 1999)

Stochastic modeling of a power-managed system: construction and optimization. - Qinru Qiu; Qing Wu 002; Massoud Pedram (ISLPED, 1999)

An interleaved dual-battery power supply for battery-operated electronics. - Qing Wu 002; Qinru Qiu; Massoud Pedram (ASP-DAC, 2000)

Low-power design of sequential circuits using a quasi-synchronous derived clock. - Xunwei Wu; Jian Wei; Massoud Pedram; Qing Wu 002 (ASP-DAC, 2000)

Dynamic power management of complex systems using generalized stochastic Petri nets. - Qinru Qiu; Qing Wu 002; Massoud Pedram (DAC, 2000)

Dynamic Power Management in a Mobile Multimedia System with Guaranteed Quality-of-Service. - Qinru Qiu; Qing Wu 002; Massoud Pedram (DAC, 2001)

Estimation of peak power dissipation in VLSI circuits using thelimiting distributions of extreme order statistics. - Qing Wu 002; Qinru Qiu; Massoud Pedram (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001)

Battery-powered digital CMOS design. - Massoud Pedram; Qing Wu 002 (IEEE Trans. Very Large Scale Integr. Syst., 2002)

Workload prediction and dynamic voltage scaling for MPEG decoding. - Ying Tan; Parth Malani; Qinru Qiu; Qing Wu 002 (ASP-DAC, 2006)

Low-power bus encoding using an adaptive hybrid algorithm. - Avnish R. Brahmbhatt; Jingyi Zhang; Qing Wu 002; Qinru Qiu (DAC, 2006)

Distributed genetic algorithm for energy-efficient resource management in sensor networks. - Qinru Qiu; Qing Wu 002; Daniel J. Burns; Douglas Holzhauer (GECCO, 2006)

Task Merging for Dynamic Power Management of Cyclic Applications in Real-Time Multi-Processor Systems. - Shaobo Liu; Qinru Qiu; Qing Wu 002 (ICCD, 2006)

Adaptive low-power bus encoding based on weighted code mapping. - Avnish R. Brahmbhatt; Jingyi Zhang; Qinru Qiu; Qing Wu 002 (ISCAS, 2006)

Design considerations for digital circuits using organic thin film transistors on a flexible substrate. - Qing Wu 002; Jingyi Zhang; Qinru Qiu (ISCAS, 2006)

Lifetime aware resource management for sensor network using distributed genetic algorithm. - Qinru Qiu; Qing Wu 002; Daniel J. Burns; Douglas Holzhauer (ISLPED, 2006)

Hybrid Architecture for Accelerating DNA Codeword Library Searching. - Qinru Qiu; Daniel J. Burns; Qing Wu 002; Prakash Mukre (CIBCB, 2007)

Architectural Design and Complexity Analysis of Large-Scale Cortical Simulation on a Hybrid Computing Platform. - Qing Wu 002; Qinru Qiu; Richard W. Linderman; Daniel J. Burns; Michael J. Moore; Dennis Fitzgerald (CISDA, 2007)

Stochastic modeling and optimization for robust power management in a partially observable system. - Qinru Qiu; Ying Tan; Qing Wu 002 (DATE, 2007)

Hardware Acceleration for Thermodynamic Constrained DNA Code Generation. - Qinru Qiu; Prakash Mukre; Morgan Bishop; Daniel J. Burns; Qing Wu 002 (DNA, 2007)

Hardware acceleration of multi-deme genetic algorithm for the application of DNA codeword searching. - Qinru Qiu; Daniel J. Burns; Prakash Mukre; Qing Wu 002 (GECCO, 2007)

Energy Aware Dynamic Voltage and Frequency Selection for Real-Time Systems with Energy Harvesting. - Shaobo Liu; Qinru Qiu; Qing Wu 002 (DATE, 2008)

Adaptive Scheduling and Voltage Scaling for Multiprocessor Real-time Applications with Non-deterministic Workload. - Parth Malani; Prakash Mukre; Qinru Qiu; Qing Wu 002 (DATE, 2008)

Full-chip leakage current estimation based on statistical sampling techniques. - Shaobo Liu; Qinru Qiu; Qing Wu 002 (ACM Great Lakes Symposium on VLSI, 2008)

Performance optimization for pattern recognition using associative neural memory. - Qing Wu 002; Prakash Mukre; Richard W. Linderman; Thomas Renz; Daniel J. Burns; Michael J. Moore; Qinru Qiu (ICME, 2008)

Accelerating cogent confabulation: An exploration in the architecture design space. - Qinru Qiu; Daniel J. Burns; Michael J. Moore; Richard W. Linderman; Thomas Renz; Qing Wu 002 (IJCNN, 2008)

A probabilistic technique for full-chip leakage estimation. - Shaobo Liu; Qinru Qiu; Qing Wu 002 (ISLPED, 2008)

Bus encoding for simultaneous delay and energy optimization. - Jingyi Zhang; Qing Wu 002; Qinru Qiu (ISLPED, 2008)

An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems. - Shaobo Liu; Qing Wu 002; Qinru Qiu (DAC, 2009)

Accurate modeling and prediction of energy availability in energy harvesting real-time embedded systems. - Jun Lu; Shaobo Liu; Qing Wu 002; Qinru Qiu (Green Computing Conference, 2010)

Load-matching adaptive task scheduling for energy efficiency in energy harvesting real-time embedded systems. - Shaobo Liu; Jun Lu; Qing Wu 002; Qinru Qiu (ISLPED, 2010)

Thermal-aware job allocation and scheduling for three dimensional chip multiprocessor. - Shaobo Liu; Jingyi Zhang; Qing Wu 002; Qinru Qiu (ISQED, 2010)

Confabulation based sentence completion for machine reading. - Qinru Qiu; Qing Wu 002; Daniel J. Burns; Michael J. Moore; Robinson E. Pino; Morgan Bishop; Richard W. Linderman (CCMB, 2011)

Unified perception-prediction model for context aware text recognition on a heterogeneous many-core platform. - Qinru Qiu; Qing Wu 002; Richard W. Linderman (IJCNN, 2011)

A low-power memristive neuromorphic circuit utilizing a global/local training mechanism. - Garrett S. Rose; Robinson E. Pino; Qing Wu 002 (IJCNN, 2011)

Exploiting memristance for low-energy neuromorphic computing hardware. - Garrett S. Rose; Robinson E. Pino; Qing Wu 002 (ISCAS, 2011)

Tag-assisted sentence confabulation for intelligent text recognition. - Fan Yang; Qinru Qiu; Morgan Bishop; Qing Wu 002 (CISDA, 2012)

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

Neuromorphic computing: A SoC scaling path for the next decades. - Yiran Chen 001; Qing Wu 002 (SoCC, 2012)

Low Power Task Scheduling and Mapping for Applications with Conditional Branches on Heterogeneous Multi-Processor System. - Yang Ge; Yukan Zhang; Parth Malani; Qing Wu 002; Qinru Qiu (J. Low Power Electron., 2012)

A Multi-Agent Framework for Thermal Aware Task Migration in Many-Core Systems. - Yang Ge; Qinru Qiu; Qing Wu 002 (IEEE Trans. Very Large Scale Integr. Syst., 2012)

Harvesting-Aware Power Management for Real-Time Systems With Renewable Energy. - Shaobo Liu; Jun Lu; Qing Wu 002; Qinru Qiu (IEEE Trans. Very Large Scale Integr. Syst., 2012)

Adaptive Power Management for Energy Harvesting Embedded Systems. - Jun Lu; Shaobo Liu; Qing Wu 002; Qinru Qiu (Handbook of Energy-Aware and Green Computing, 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)

A neuromorphic architecture for anomaly detection in autonomous large-area traffic monitoring. - Qiuwen Chen; Qinru Qiu; Hai Li 001; Qing Wu 002 (ICCAD, 2013)

A Parallel Neuromorphic Text Recognition System and Its Implementation on a Heterogeneous High-Performance Computing Cluster. - Qinru Qiu; Qing Wu 002; Morgan Bishop; Robinson E. Pino; Richard W. Linderman (IEEE Trans. Computers, 2013)

Achieving autonomous power management using reinforcement learning. - Hao Shen 007; Ying Tan; Jun Lu; Qing Wu 002; Qinru Qiu (ACM Trans. Design Autom. Electr. Syst., 2013)

A confabulation model for abnormal vehicle events detection in wide-area traffic monitoring. - Qiuwen Chen; Qinru Qiu; Qing Wu 002; Morgan Bishop; Mark Barnell (CogSIMA, 2014)

A heterogeneous computing system with memristor-based neuromorphic accelerators. - Xiaoxiao Liu 001; Mengjie Mao; Hai Li 001; Yiran Chen 001; Hao Jiang 014; J. Joshua Yang; Qing Wu 002; Mark Barnell (HPEC, 2014)

Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems. - Beiye Liu; Hai Li 001; Yiran Chen 001; Xin Li 001; Tingwen Huang; Qing Wu 002; Mark Barnell (ICCAD, 2014)

Bio-inspired computing with resistive memories - models, architectures and applications. - Qing Wu 002; Beiye Liu; Yiran Chen 001; Hai Li 001; Qiuwen Chen; Qinru Qiu (ISCAS, 2014)

Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper). - Hai Li 001; Xiaoxiao Liu 001; Mengjie Mao; Yiran Chen 001; Qing Wu 002; Mark Barnell (ISIC, 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)

Spiking-based matrix computation by leveraging memristor crossbar array. - Hai (Helen) Li; Chenchen Liu; Bonan Yan; Chaofei Yang; Linghao Song; Zheng Li; Yiran Chen 001; Weijie Zhu; Qing Wu 002; Hao Jiang 014 (CISDA, 2015)

Vortex: variation-aware training for memristor X-bar. - Beiye Liu; Hai Li 001; Yiran Chen 001; Xin Li 001; Qing Wu 002; Tingwen Huang (DAC, 2015)

RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. - Xiaoxiao Liu 001; Mengjie Mao; Beiye Liu; Hai Li 001; Yiran Chen 001; Boxun Li; Yu Wang 002; Hao Jiang 014; Mark Barnell; Qing Wu 002; Jianhua Joshua Yang (DAC, 2015)

Cloning your mind: security challenges in cognitive system designs and their solutions. - Beiye Liu; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Qing Wu 002; Mark Barnell; Qinru Qiu (DAC, 2015)

A spiking neuromorphic design with resistive crossbar. - Chenchen Liu; Bonan Yan; Chaofei Yang; Linghao Song; Zheng Li; Beiye Liu; Yiran Chen 001; Hai Li 001; Qing Wu 002; Hao Jiang 014 (DAC, 2015)

Self-structured confabulation network for fast anomaly detection and reasoning. - Qiuwen Chen; Qing Wu 002; Morgan Bishop; Richard W. Linderman; Qinru Qiu (IJCNN, 2015)

The applications of memristor devices in next-generation cortical processor designs. - Hai Li 001; Beiye Liu; Xiaoxiao Liu 001; Mengjie Mao; Yiran Chen 001; Qing Wu 002; Qinru Qiu (ISCAS, 2015)

A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip. - Wei Wen; Chunpeng Wu; Yandan Wang; Kent W. Nixon; Qing Wu 002; Mark Barnell; Hai Li 001; Yiran Chen 001 (DAC, 2016)

Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect. - Chaofei Yang; Beiye Liu; Hai Li 001; Yiran Chen 001; Wujie Wen; Mark Barnell; Qing Wu 002; Jeyavijayan Rajendran (ICCAD, 2016)

Security challenges in smart surveillance systems and the solutions based on emerging nano-devices. - Chaofei Yang; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Mark Barnell; Qing Wu 002 (ICCAD, 2016)

Probabilistic inference using stochastic spiking neural networks on a neurosynaptic processor. - Khadeer Ahmed; Amar Shrestha; Qinru Qiu; Qing Wu 002 (IJCNN, 2016)

Built-in selectors self-assembled into memristors. - Somnath Chakraborty 002; Saumil Joshi; Qiangfei Xia; Hai Li 001; Yiran Chen 001; Hao Jiang 014; Qing Wu 002; Mark Barnell; J. Joshua Yang (ISCAS, 2016)

Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. - Hao Jiang 014; Weijie Zhu; Fu Luo; Kangjun Bai; Chenchen Liu; Xiaorong Zhang; J. Joshua Yang; Qiangfei Xia; Yiran Chen 001; Qing Wu 002 (ISCAS, 2016)

Security of neuromorphic systems: Challenges and solutions. - Beiye Liu; Chaofei Yang; Hai Li 001; Yiran Chen 001; Qing Wu 002; Mark Barnell (ISCAS, 2016)

A neuromorphic ASIC design using one-selector-one-memristor crossbar. - Bonan Yan; Amr Mahmoud Mahmoud; Jianhua Joshua Yang; Qing Wu 002; Yiran Chen 001; Hai (Helen) Li (ISCAS, 2016)

A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. - Chenchen Liu; Qing Yang 011; Bonan Yan; Jianlei Yang 001; Xiaocong Du; Weijie Zhu; Hao Jiang 014; Qing Wu 002; Mark Barnell; Hai Li 001 (ISVLSI, 2016)

Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators. - Xiaoxiao Liu 001; Mengjie Mao; Beiye Liu; Boxun Li; Yu Wang 002; Hao Jiang 014; Mark Barnell; Qing Wu 002; Jianhua Joshua Yang; Hai Li 001; Yiran Chen 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. - Chenchen Liu; Qing Yang 011; Chi Zhang; Hao Jiang 014; Qing Wu 002; Hai Helen Li (ASP-DAC, 2017)

A closed-loop design to enhance weight stability of memristor based neural network chips. - Bonan Yan; Jianhua Joshua Yang; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ICCAD, 2017)

A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Chunpeng Wu; Hai Li 001; Yiran Chen 001; Qing Wu 002 (CoRR, 2017)

Generative Poisoning Attack Method Against Neural Networks. - Chaofei Yang; Qing Wu 002; Hai Li 001; Yiran Chen 001 (CoRR, 2017)

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. - Hao Jiang 014; Kevin Yamada; Zizhe Ren; Thomas Kwok; Fu Luo; Qing Yang 011; Xiaorong Zhang; J. Joshua Yang; Qiangfei Xia; Yiran Chen 001; Hai Helen Li; Qing Wu 002; et al. (ISCAS, 2018)

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)

Unconventional computing with diffusive memristors. - Zhongrui Wang; Rivu Midya; Saumil Joshi; Hao Jiang 017; Can Li; Peng Lin; Wenhao Song; Mingyi Rao; Yunning Li; Mark Barnell; Qing Wu 002; Qiangfei Xia; et al. (ISCAS, 2018)

A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems. - Qing Yang 011; Hai Li 001; Qing Wu 002 (ISCAS, 2018)

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ISVLSI, 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)

AnRAD: A Neuromorphic Anomaly Detection Framework for Massive Concurrent Data Streams. - Qiuwen Chen; Ryan S. Luley; Qing Wu 002; Morgan Bishop; Richard W. Linderman; Qinru Qiu (IEEE Trans. Neural Networks Learn. Syst., 2018)

AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems. - Hsin-Pai Cheng; Juncheng Shen; Huanrui Yang; Qing Wu 002; Hai Li 001; Yiran Chen 001 (ASP-DAC, 2019)

Approximating Back-propagation for a Biologically Plausible Local Learning Rule in Spiking Neural Networks. - Amar Shrestha; Haowen Fang; Qing Wu 002; Qinru Qiu (ICONS, 2019)

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)

Adversarial Attack: A New Threat to Smart Devices and How to Defend It. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Hai Li 001 (IEEE Consumer Electron. Mag., 2020)

Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System. - Chaofei Yang; Beiye Liu; Hai Li 001; Yiran Chen 001; Mark Barnell; Qing Wu 002; Wujie Wen; Jeyavijayan Rajendran (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)