Cost based tradeoff analysis of standard cell designs. - Peng Li 001; Pranab K. Nag; Wojciech Maly (SLIP, 2000)

A Linear-Centric Modeling Approach to Harmonic Balance Analysis. - Peng Li 001; Lawrence T. Pileggi (DATE, 2002)

A frequency separation macromodel for system-level simulation of RF circuits. - Xin Li 001; Peng Li 001; Yang Xu 017; Robert Dimaggio; Lawrence T. Pileggi (ASP-DAC, 2003)

Nonlinear distortion analysis via linear-centric models. - Peng Li 001; Lawrence T. Pileggi (ASP-DAC, 2003)

Analog and RF circuit macromodels for system-level analysis. - Xin Li 001; Peng Li 001; Yang Xu 017; Lawrence T. Pileggi (DAC, 2003)

NORM: compact model order reduction of weakly nonlinear systems. - Peng Li 001; Lawrence T. Pileggi (DAC, 2003)

Noise Macromodel for Radio Frequency Integrated Circuits. - Yang Xu 017; Xin Li 001; Peng Li 001; Lawrence T. Pileggi (DATE, 2003)

A Hybrid Approach to Nonlinear Macromodel Generation for Time-Varying Analog Circuits. - Peng Li 001; Xin Li 001; Yang Xu 017; Lawrence T. Pileggi (ICCAD, 2003)

Efficient per-nonlinearity distortion analysis for analog and RF circuits. - Peng Li 001; Lawrence T. Pileggi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003)

A frequency relaxation approach for analog/RF system-level simulation. - Xin Li 001; Yang Xu 017; Peng Li 001; Padmini Gopalakrishnan; Lawrence T. Pileggi (DAC, 2004)

Efficient harmonic balance simulation using multi-level frequency decomposition. - Peng Li 001; Lawrence T. Pileggi (ICCAD, 2004)

Efficient full-chip thermal modeling and analysis. - Peng Li 001; Lawrence T. Pileggi; Mehdi Asheghi; Rajit Chandra (ICCAD, 2004)

A behavioral level approach for nonlinear dynamic modeling of voltage-controlled oscillators. - Rohan Batra; Peng Li 001; Lawrence T. Pileggi; Wanju Chiang (CICC, 2005)

Power grid simulation via efficient sampling-based sensitivity analysis and hierarchical symbolic relaxation. - Peng Li 001 (DAC, 2005)

Specification Test Compaction for Analog Circuits and MEMS. - Sounil Biswas; Peng Li 001; R. D. (Shawn) Blanton; Larry T. Pileggi (DATE, 2005)

Modeling Interconnect Variability Using Efficient Parametric Model Order Reduction. - Peng Li 001; Frank Liu 001; Xin Li 001; Lawrence T. Pileggi; Sani R. Nassif (DATE, 2005)

Variational analysis of large power grids by exploring statistical sampling sharing and spatial locality. - Peng Li 001 (ICCAD, 2005)

Parameterized interconnect order reduction with explicit-and-implicit multi-parameter moment matching for inter/intra-die variations. - Xin Li 001; Peng Li 001; Lawrence T. Pileggi (ICCAD, 2005)

Practical techniques to reduce skew and its variations in buffered clock networks. - Ganesh Venkataraman; Nikhil Jayakumar; Jiang Hu; Peng Li 001; Sunil P. Khatri; Anand Rajaram; Patrick McGuinness; Charles J. Alpert (ICCAD, 2005)

A Waveform Independent Gate Model for Accurate Timing Analysis. - Peng Li 001; Emrah Acar (ICCD, 2005)

Temperature-Dependent Optimization of Cache Leakage Power Dissipation. - Peng Li 001; Yangdong Deng; Lawrence T. Pileggi (ICCD, 2005)

Compact reduced-order modeling of weakly nonlinear analog and RF circuits. - Peng Li 001; Lawrence T. Pileggi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005)

Steiner network construction for timing critical nets. - Shiyan Hu 001; Qiuyang Li; Jiang Hu; Peng Li 001 (DAC, 2006)

Model order reduction of linear networks with massive ports via frequency-dependent port packing. - Peng Li 001; Weiping Shi (DAC, 2006)

Lookup table based simulation and statistical modeling of Sigma-Delta ADCs. - Guo Yu; Peng Li 001 (DAC, 2006)

Performance-oriented statistical parameter reduction of parameterized systems via reduced rank regression. - Zhuo Feng; Peng Li 001 (ICCAD, 2006)

Practical variation-aware interconnect delay and slew analysis for statistical timing verification. - Xiaoji Ye; Peng Li 001; Frank Liu 001 (ICCAD, 2006)

Efficient Model Update for General Link-Insertion Networks. - Zhuo Feng; Peng Li 001; Jiang Hu (ISQED, 2006)

Critical Path Analysis Considering Temperature, Power Supply Variations and Temperature Induced Leakage. - Peng Li 001 (ISQED, 2006)

Temperature-Aware Floorplanning of 3-D ICs Considering Thermally Dependent Leakage Power. - Yangdong Deng; Peng Li 001 (J. Low Power Electron., 2006)

Statistical Sampling-Based Parametric Analysis of Power Grids. - Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006)

IC thermal simulation and modeling via efficient multigrid-based approaches. - Peng Li 001; Lawrence T. Pileggi; Mehdi Asheghi; Rajit Chandra (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006)

Efficient Frequency-Domain Simulation of Massive Clock Meshes Using Parallel Harmonic Balance. - Wei Dong 002; Peng Li 001; Xiaoji Ye (CICC, 2007)

Accelerating Harmonic Balance Simulation Using Efficient Parallelizable Hierarchical Preconditioning. - Wei Dong 002; Peng Li 001 (DAC, 2007)

Fast Second-Order Statistical Static Timing Analysis Using Parameter Dimension Reduction. - Zhuo Feng; Peng Li 001; Yaping Zhan (DAC, 2007)

Statistical Leakage Power Minimization Using Fast Equi-Slack Shell Based Optimization. - Xiaoji Ye; Yaping Zhan; Peng Li 001 (DAC, 2007)

A Framework for Accounting for Process Model Uncertainty in Statistical Static Timing Analysis. - Guo Yu; Wei Dong 002; Zhuo Feng; Peng Li 001 (DAC, 2007)

Efficient VCO phase macromodel generation considering statistical parametric variations. - Wei Dong 002; Zhuo Feng; Peng Li 001 (ICCAD, 2007)

A methodology for timing model characterization for statistical static timing analysis. - Zhuo Feng; Peng Li 001 (ICCAD, 2007)

Analysis of large clock meshes via harmonic-weighted model order reduction and port sliding. - Xiaoji Ye; Peng Li 001; Min Zhao 001; Rajendran Panda; Jiang Hu (ICCAD, 2007)

Impedance extraction for 3-D structures with multiple dielectrics using preconditioned boundary element method. - Yang Yi; Peng Li 001; Vivek Sarin; Weiping Shi (ICCAD, 2007)

Yield-aware analog integrated circuit optimization using geostatistics motivated performance modeling. - Guo Yu; Peng Li 001 (ICCAD, 2007)

Reducing the Complexity of VLSI Performance Variation Modeling Via Parameter Dimension Reduction. - Zhuo Feng; Guo Yu; Peng Li 001 (ISQED, 2007)

Achieving Low-Cost Linearity Test and Diagnosis of Sigma Delta ADCs via Frequency-Domain Nonlinear Analysis and Macromodeling. - Guo Yu; Peng Li 001; Wei Dong 002 (ISQED, 2007)

A methodology for systematic built-in self-test of phase-locked loops targeting at parametric failures. - Guo Yu; Peng Li 001 (ITC, 2007)

Hierarchical Harmonic-Balance Methods for Frequency-Domain Analog-Circuit Analysis. - Wei Dong 002; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007)

Efficient Look-Up-Table-Based Modeling for Robust Design of Σ∆ ADCs. - Guo Yu; Peng Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2007)

Utilizing Redundancy for Timing Critical Interconnect. - Shiyan Hu 001; Qiuyang Li; Jiang Hu; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2007)

Characterizing Multistage Nonlinear Drivers and Variability for Accurate Timing and Noise Analysis. - Peng Li 001; Zhuo Feng; Emrah Acar (IEEE Trans. Very Large Scale Integr. Syst., 2007)

Fast Variational Interconnect Delay and Slew Computation Using Quadratic Models. - Xiaoji Ye; Frank Liu 001; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2007)

WavePipe: parallel transient simulation of analog and digital circuits on multi-core shared-memory machines. - Wei Dong 002; Peng Li 001; Xiaoji Ye (DAC, 2008)

SRAM dynamic stability: theory, variability and analysis. - Wei Dong 002; Peng Li 001; Garng M. Huang (ICCAD, 2008)

Multigrid on GPU: tackling power grid analysis on parallel SIMT platforms. - Zhuo Feng; Peng Li 001 (ICCAD, 2008)

MAPS: multi-algorithm parallel circuit simulation. - Xiaoji Ye; Wei Dong 002; Peng Li 001; Sani R. Nassif (ICCAD, 2008)

Yield-aware hierarchical optimization of large analog integrated circuits. - Guo Yu; Peng Li 001 (ICCAD, 2008)

Modeling dynamic stability of SRAMS in the presence of single event upsets (SEUs). - Rajesh Garg; Peng Li 001; Sunil P. Khatri (ISCAS, 2008)

Accelerating Clock Mesh Simulation Using Matrix-Level Macromodels and Dynamic Time Step Rounding. - Xiaoji Ye; Min Zhao 001; Rajendran Panda; Peng Li 001; Jiang Hu (ISQED, 2008)

A Preconditioned Hierarchical Algorithm for Impedance Extraction of Three-Dimensional Structures With Multiple Dielectrics. - Yang Yi; Peng Li 001; Vivek Sarin; Weiping Shi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

Statistical Static Timing Analysis Considering Process Variation Model Uncertainty. - Guo Yu; Wei Dong 002; Zhuo Feng; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

Parallelizable stable explicit numerical integration for efficient circuit simulation. - Wei Dong 002; Peng Li 001 (DAC, 2009)

Closed-loop modeling of power and temperature profiles of FPGAs. - Kanupriya Gulati; Sunil P. Khatri; Peng Li 001 (FPGA, 2009)

Final-value ODEs: Stable numerical integration and its application to parallel circuit analysis. - Wei Dong 002; Peng Li 001 (ICCAD, 2009)

Nonvolatile memristor memory: Device characteristics and design implications. - Yenpo Ho; Garng M. Huang; Peng Li 001 (ICCAD, 2009)

Leveraging efficient parallel pattern search for clock mesh optimization. - Xiaoji Ye; Srinath Narasimhan; Peng Li 001 (ICCAD, 2009)

Gene-regulatory memories: Electrical-equivalent modeling, simulation and parameter identification. - Yong Zhang 049; Peng Li 001 (ICCAD, 2009)

An application-specific adjoint sensitivity analysis framework for clock mesh sensitivity computation. - Xiaoji Ye; Peng Li 001 (ISQED, 2009)

Parallel partitioning based on-chip power distribution network analysis using locality acceleration. - Zhiyu Zeng; Peng Li 001; Zhuo Feng (ISQED, 2009)

SICE: design-dependent statistical interconnect corner extraction under inter/intra-die variations. - Zhuo Feng; Peng Li 001; Zhuoxiang Ren (IET Circuits Devices Syst., 2009)

A Parallel Harmonic-Balance Approach to Steady-State and Envelope-Following Simulation of Driven and Autonomous Circuits. - Wei Dong 002; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009)

An On-the-Fly Parameter Dimension Reduction Approach to Fast Second-Order Statistical Static Timing Analysis. - Zhuo Feng; Peng Li 001; Yaping Zhan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009)

Performance-Oriented Parameter Dimension Reduction of VLSI Circuits. - Zhuo Feng; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2009)

Parallel program performance modeling for runtime optimization of multi-algorithm circuit simulation. - Xiaoji Ye; Peng Li 001 (DAC, 2010)

Exploiting reconfigurability for low-cost in-situ test and monitoring of digital PLLs. - Leyi Yin; Peng Li 001 (DAC, 2010)

Tradeoff analysis and optimization of power delivery networks with on-chip voltage regulation. - Zhiyu Zeng; Xiaoji Ye; Zhuo Feng; Peng Li 001 (DAC, 2010)

Separatrices in high-dimensional state space: system-theoretical tangent computation and application to SRAM dynamic stability analysis. - Yong Zhang 049; Peng Li 001; Garng M. Huang (DAC, 2010)

On behavioral model equivalence checking for large analog/mixed signal systems. - Amandeep Singh; Peng Li 001 (ICCAD, 2010)

On-the-fly runtime adaptation for efficient execution of parallel multi-algorithm circuit simulation. - Xiaoji Ye; Peng Li 001 (ICCAD, 2010)

Accurate clock mesh sizing via sequential quadraticprogramming. - Venkata Rajesh Mekala; Yifang Liu; Xiaoji Ye; Jiang Hu; Peng Li 001 (ISPD, 2010)

Robust SRAM Design via Joint Sizing and Voltage Optimization Under Dynamic Stability Constraints. - Akshit Dayal; Peng Li 001; Garng M. Huang (J. Low Power Electron., 2010)

Exploring Circuit Adaptation for Yield Optimization of Low-Power All-Digital Phase-Locked Loops. - Guo Yu; Peng Li 001 (J. Low Power Electron., 2010)

Scalable Analysis of Mesh-Based Clock Distribution Networks Using Application-Specific Reduced Order Modeling. - Xiaoji Ye; Peng Li 001; Min Zhao 001; Rajendran Panda; Jiang Hu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

Exact Time-Domain Second-Order Adjoint-Sensitivity Computation for Linear Circuit Analysis and Optimization. - Xiaoji Ye; Peng Li 001; Frank Ying Liu (IEEE Trans. Circuits Syst. I Regul. Pap., 2010)

Discrete Buffer and Wire Sizing for Link-Based Non-Tree Clock Networks. - Rupak Samanta; Jiang Hu; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Combinatorial Algorithms for Fast Clock Mesh Optimization. - Ganesh Venkataraman; Zhuo Feng; Jiang Hu; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Automatic stability checking for large linear analog integrated circuits. - Parijat Mukherjee; G. Peter Fang; Rod Burt; Peng Li 001 (DAC, 2011)

Decoupling for power gating: sources of power noise and design strategies. - Tong Xu 004; Peng Li 001; Boyuan Yan (DAC, 2011)

High effective-resolution built-in jitter characterization with quantization noise shaping. - Leyi Yin; Yongtae Kim; Peng Li 001 (DAC, 2011)

Fast static analysis of power grids: Algorithms and implementations. - Zhiyu Zeng; Tong Xu 004; Zhuo Feng; Peng Li 001 (ICCAD, 2011)

Simulation of large neuronal networks with biophysically accurate models on graphics processors. - Mingchao Wang; Boyuan Yan; Jingzhen Hu; Peng Li 001 (IJCNN, 2011)

RF BIST for ADPLL-based polar transmitters with wide-band DCO gain calibration. - Leyi Yin; Peng Li 001 (ISQED, 2011)

Efficient checking of power delivery integrity for power gating. - Zhiyu Zeng; Zhuo Feng; Peng Li 001 (ISQED, 2011)

Parallel Circuit Simulation: A Historical Perspective and Recent Developments. - Peng Li 001 (Found. Trends Electron. Des. Autom., 2011)

Reduced order modeling of passive and quasi-active dendrites for nervous system simulation. - Boyuan Yan; Peng Li 001 (J. Comput. Neurosci., 2011)

Hierarchical Multialgorithm Parallel Circuit Simulation. - Xiaoji Ye; Wei Dong 002; Peng Li 001; Sani R. Nassif (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

Hierarchical Analog/Mixed-Signal Circuit Optimization Under Process Variations and Tuning. - Guo Yu; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

Dynamical Properties and Design Analysis for Nonvolatile Memristor Memories. - Yenpo Ho; Garng M. Huang; Peng Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2011)

Parallel circuit simulation with adaptively controlled projective integration. - Wei Dong 002; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2011)

Locality-Driven Parallel Static Analysis for Power Delivery Networks. - Zhiyu Zeng; Zhuo Feng; Peng Li 001; Vivek Sarin (ACM Trans. Design Autom. Electr. Syst., 2011)

Parallel On-Chip Power Distribution Network Analysis on Multi-Core-Multi-GPU Platforms. - Zhuo Feng; Zhiyu Zeng; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2011)

Stability assurance and design optimization of large power delivery networks with multiple on-chip voltage regulators. - Suming Lai; Boyuan Yan; Peng Li 001 (ICCAD, 2012)

Design analysis of IC power delivery. - Peng Li 001 (ICCAD, 2012)

Classifying circuit performance using active-learning guided support vector machines. - Honghuang Lin; Peng Li 001 (ICCAD, 2012)

Verifying dynamic properties of nonlinear mixed-signal circuits via efficient SMT-based techniques. - Leyi Yin; Yue Deng; Peng Li 001 (ICCAD, 2012)

Design and analysis of IC power delivery with on-chip voltage regulation. - Suming Lai; Peng Li 001; Zhiyu Zeng (ICICDT, 2012)

An ultra-low voltage digitally controlled low-dropout regulator with digital background calibration. - Yongtae Kim; Peng Li 001 (ISQED, 2012)

Design and optimization of power gating for DVFS applications. - Tong Xu 004; Peng Li 001 (ISQED, 2012)

A digital neuromorphic VLSI architecture with memristor crossbar synaptic array for machine learning. - Yongtae Kim; Yong Zhang 049; Peng Li 001 (SoCC, 2012)

Load-aware stochastic feedback control for DVFS with tight performance guarantee. - Bin Wu; Peng Li 001 (VLSI-SoC, 2012)

Stochastic projective methods for simulating stiff chemical reacting systems. - Haokai Lu; Peng Li 001 (Comput. Phys. Commun., 2012)

Linking brain behavior to underlying cellular mechanisms via large-scale brain modeling and simulation. - Yong Zhang 049; Boyuan Yan; Mingchao Wang; Jingzhen Hu; Haokai Lu; Peng Li 001 (Neurocomputing, 2012)

Efficient Identification of Unstable Loops in Large Linear Analog Integrated Circuits. - Parijat Mukherjee; G. Peter Fang; Rod Burt; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

Quantifying Dynamic Stability of Genetic Memory Circuits. - Yong Zhang 049; Peng Li 001; Garng M. Huang (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Verification of digitally-intensive analog circuits via kernel ridge regression and hybrid reachability analysis. - Honghuang Lin; Peng Li 001; Chris J. Myers (DAC, 2013)

An energy efficient approximate adder with carry skip for error resilient neuromorphic VLSI systems. - Yongtae Kim; Yong Zhang 049; Peng Li 001 (ICCAD, 2013)

A power-efficient on-chip linear regulator assisted by switched capacitors for fast transient regulation. - Suming Lai; Peng Li 001 (ISQED, 2013)

Support Vector Machine Based Detection of Drowsiness Using Minimum EEG Features. - Shaoda Yu; Peng Li 001; Honghuang Lin; Ehsan Rohani; Gwan Choi; Botang Shao; Qian Wang 003 (SocialCom, 2013)

A 0.38 V near/sub-VT digitally controlled low-dropout regulator with enhanced power supply noise rejection in 90 nm CMOS process. - Yongtae Kim; Peng Li 001 (IET Circuits Devices Syst., 2013)

The emergence of abnormal hypersynchronization in the anatomical structural network of human brain. - Boyuan Yan; Peng Li 001 (NeuroImage, 2013)

Localized Stability Checking and Design of IC Power Delivery With Distributed Voltage Regulators. - Suming Lai; Boyuan Yan; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

Simulation-Assisted Formal Verification of Nonlinear Mixed-Signal Circuits With Bayesian Inference Guidance. - Leyi Yin; Yue Deng; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

IC power delivery: Voltage regulation and conversion, system-level cooptimization and technology implications. - Zhiyu Zeng; Suming Lai; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2013)

Fast Thermal Analysis on GPU for 3D ICs With Integrated Microchannel Cooling. - Zhuo Feng; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Parallel Hierarchical Reachability Analysis for Analog Verification. - Honghuang Lin; Peng Li 001 (DAC, 2014)

Approximate property checking of mixed-signal circuits. - Parijat Mukherjee; Chirayu S. Amin; Peng Li 001 (DAC, 2014)

Leveraging pre-silicon data to diagnose out-of-specification failures in mixed-signal circuits. - Parijat Mukherjee; Peng Li 001 (DAC, 2014)

A unifying and robust method for efficient envelope-following simulation of PWM/PFM DC-DC converters. - Ya Wang; Peng Li 001; Suming Lai (ICCAD, 2014)

A model for array-based approximate arithmetic computing with application to multiplier and squarer design. - Botang Shao; Peng Li 001 (ISLPED, 2014)

Understanding SRAM Stability via Bifurcation Analysis: Analytical Models and Scaling Trends. - Yenpo Ho; Garng M. Huang; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2014)

General-purpose LSM learning processor architecture and theoretically guided design space exploration. - Qian Wang 003; Yingyezhe Jin; Peng Li 001 (BioCAS, 2015)

Leveraging emerging nonvolatile memory in high-level synthesis with loop transformations. - Shuangchen Li; Ang Li 005; Yuan Zhe; Yongpan Liu; Peng Li 001; Guangyu Sun 003; Yu Wang 002; Huazhong Yang; Yuan Xie 001 (ISLPED, 2015)

Reachability Analysis Using Extremal Rates. - Andrew N. Fisher; Chris J. Myers; Peng Li 001 (NFM, 2015)

The Art of Certifying Analog/Mixed-Signal Circuits. - Peng Li 001 (IEEE Des. Test, 2015)

A Reconfigurable Digital Neuromorphic Processor with Memristive Synaptic Crossbar for Cognitive Computing. - Yongtae Kim; Yong Zhang 049; Peng Li 001 (ACM J. Emerg. Technol. Comput. Syst., 2015)

Circuit design and exponential stabilization of memristive neural networks. - Shiping Wen 001; Tingwen Huang; Zhigang Zeng; Yiran Chen 001; Peng Li 001 (Neural Networks, 2015)

Circuit Performance Classification With Active Learning Guided Sampling for Support Vector Machines. - Honghuang Lin; Peng Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

Array-Based Approximate Arithmetic Computing: A General Model and Applications to Multiplier and Squarer Design. - Botang Shao; Peng Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2015)

A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition. - Yong Zhang 049; Peng Li 001; Yingyezhe Jin; Yoonsuck Choe (IEEE Trans. Neural Networks Learn. Syst., 2015)

Decoupling Capacitance Design Strategies for Power Delivery Networks with Power Gating. - Tong Xu 004; Peng Li 001; Savithri Sundareswaran (ACM Trans. Design Autom. Electr. Syst., 2015)

Energy Efficient Approximate Arithmetic for Error Resilient Neuromorphic Computing. - Yongtae Kim; Yong Zhang 049; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2015)

A Parallel Digital VLSI Architecture for Integrated Support Vector Machine Training and Classification. - Qian Wang 003; Peng Li 001; Yongtae Kim (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Relevance vector and feature machine for statistical analog circuit characterization and built-in self-test optimization. - Honghuang Lin; Peng Li 001 (DAC, 2016)

Distributed on-chip regulation: theoretical stability foundation, over-design reduction and performance optimization. - Xin Zhan; Peng Li 001; Edgar Sánchez-Sinencio (DAC, 2016)

Multi-harmonic nonlinear modeling of low-power PWM DC-DC converters operating in CCM and DCM. - Ya Wang; Di Gao; Dani A. Tannir; Peng Li 001 (DATE, 2016)

D-LSM: Deep Liquid State Machine with unsupervised recurrent reservoir tuning. - Qian Wang 003; Peng Li 001 (ICPR, 2016)

AP-STDP: A novel self-organizing mechanism for efficient reservoir computing. - Yingyezhe Jin; Peng Li 001 (IJCNN, 2016)

Liquid state machine based pattern recognition on FPGA with firing-activity dependent power gating and approximate computing. - Qian Wang 003; Youjie Li; Peng Li 001 (ISCAS, 2016)

SSO-LSM: A Sparse and Self-Organizing architecture for Liquid State Machine based neural processors. - Yingyezhe Jin; Yu Liu 028; Peng Li 001 (NANOARCH, 2016)

Using Presilicon Knowledge to Excite Nonlinear Failure Modes in Large Mixed-Signal Circuits. - Parijat Mukherjee; Peng Li 001 (IEEE Des. Test, 2016)

Neuromorphic Processors with Memristive Synapses: Synaptic Interface and Architectural Exploration. - Qian Wang 003; Yongtae Kim; Peng Li 001 (ACM J. Emerg. Technol. Comput. Syst., 2016)

Robust and Efficient Transistor-Level Envelope-Following Analysis of PWM/PFM/PSM DC-DC Converters. - Ya Wang; Peng Li 001; Suming Lai (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016)

Accurate Modeling of Nonideal Low-Power PWM DC-DC Converters Operating in CCM and DCM using Enhanced Circuit-Averaging Techniques. - Dani A. Tannir; Ya Wang; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2016)

Convergence-Boosted Graph Partitioning using Maximum Spanning Trees for Iterative Solution of Large Linear Circuits. - Ya Wang; Wenrui Zhang; Peng Li 001; Jian Gong (DAC, 2017)

Noise-sensitive feedback loop identification in linear time-varying analog circuits. - Ang Li 005; Peng Li 001; Tingwen Huang; Edgar Sánchez-Sinencio (DATE, 2017)

Statistical circuit performance dependency analysis via sparse relevance kernel machine. - Honghuang Lin; Asad M. Khan; Peng Li 001 (ICICDT, 2017)

Calcium-modulated supervised spike-timing-dependent plasticity for readout training and sparsification of the liquid state machine. - Yingyezhe Jin; Peng Li 001 (IJCNN, 2017)

Navigating mobile robots to target in near shortest time using reinforcement learning with spiking neural networks. - Amarnath Mahadevuni; Peng Li 001 (IJCNN, 2017)

Biologically inspired reinforcement learning for mobile robot collision avoidance. - Myung Seok Shim; Peng Li 001 (IJCNN, 2017)

Exploring sparsity of firing activities and clock gating for energy-efficient recurrent spiking neural processors. - Yu Liu 028; Yingyezhe Jin; Peng Li 001 (ISLPED, 2017)

Performance and robustness of bio-inspired digital liquid state machines: A case study of speech recognition. - Yingyezhe Jin; Peng Li 001 (Neurocomputing, 2017)

Energy efficient parallel neuromorphic architectures with approximate arithmetic on FPGA. - Qian Wang 003; Youjie Li; Botang Shao; Siddhartha Dey; Peng Li 001 (Neurocomputing, 2017)

Multiharmonic Small-Signal Modeling of Low-Power PWM DC-DC Converters. - Ya Wang; Di Gao; Dani A. Tannir; Ning Dong; G. Peter Fang; Wei Dong 002; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2017)

HFMV: hybridizing formal methods and machine learning for verification of analog and mixed-signal circuits. - Hanbin Hu; Qingran Zheng; Ya Wang; Peng Li 001 (DAC, 2018)

Design and architectural co-optimization of monolithic 3D liquid state machine-based neuromorphic processor. - Bon Woong Ku; Yu Liu 028; Yingyezhe Jin; Sandeep Kumar Samal; Peng Li 001; Sung Kyu Lim (DAC, 2018)

Parallelizable Bayesian optimization for analog and mixed-signal rare failure detection with high coverage. - Hanbin Hu; Peng Li 001; Jianhua Z. Huang (ICCAD, 2018)

Area-efficient and low-power face-to-face-bonded 3D liquid state machine design. - Bon Woong Ku; Yu Liu 028; Yingyezhe Jin; Peng Li 001; Sung Kyu Lim (ICCAD, 2018)

Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks. - Yingyezhe Jin; Wenrui Zhang; Peng Li 001 (NeurIPS, 2018)

Efficient Two-Step Adversarial Defense for Deep Neural Networks. - Ting-Jui Chang; Yukun He; Peng Li 001 (CoRR, 2018)

Optimized Gated Deep Learning Architectures for Sensor Fusion. - Myung Seok Shim; Peng Li 001 (CoRR, 2018)

Unified multi-objective mapping for network-on-chip using genetic-based hyper-heuristic algorithms. - Changqing Xu; Yi Liu 060; Peng Li 001; Yintang Yang (IET Comput. Digit. Tech., 2018)

Online Adaptation and Energy Minimization for Hardware Recurrent Spiking Neural Networks. - Yu Liu 028; Yingyezhe Jin; Peng Li 001 (ACM J. Emerg. Technol. Comput. Syst., 2018)

Simulation of a Multidimensional Input Quantum Perceptron. - Alexandre Y. Yamamoto; Kyle M. Sundqvist; Peng Li 001; H. Rusty Harris (Quantum Inf. Process., 2018)

Design Space Exploration of Distributed On-Chip Voltage Regulation Under Stability Constraint. - Xin Zhan; Joseph Riad; Peng Li 001; Edgar Sánchez-Sinencio (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Enabling High-Dimensional Bayesian Optimization for Efficient Failure Detection of Analog and Mixed-Signal Circuits. - Hanbin Hu; Peng Li 001; Jianhua Z. Huang (DAC, 2019)

Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks. - Wenrui Zhang; Peng Li 001 (NeurIPS, 2019)

Deep Neural Networks with Auxiliary-Model Regulated Gating for Resilient Multi-Modal Sensor Fusion. - Chenye Zhao; Myung Seok Shim; Yang Li; Xuchong Zhang; Peng Li 001 (CoRR, 2019)

Global Adversarial Attacks for Assessing Deep Learning Robustness. - Hanbin Hu; Mit Shah; Jianhua Z. Huang; Peng Li 001 (CoRR, 2019)

Boosting Throughput and Efficiency of Hardware Spiking Neural Accelerators using Time Compression Supporting Multiple Spike Codes. - Changqing Xu; Wenrui Zhang; Yu Liu 028; Peng Li 001 (CoRR, 2019)

Enabling Non-Hebbian Learning in Recurrent Spiking Neural Processors With Hardware-Friendly On-Chip Intrinsic Plasticity. - Yu Liu 028; Wenrui Zhang; Peng Li 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

Energy-efficient FPGA Spiking Neural Accelerators with Supervised and Unsupervised Spike-timing-dependent-Plasticity. - Yu Liu 028; Sai Sourabh Yenamachintala; Peng Li 001 (ACM J. Emerg. Technol. Comput. Syst., 2019)

Taming the Stability-Constrained Performance Optimization Challenge of Distributed On-Chip Voltage Regulation. - Xin Zhan; Peng Li 001; Edgar Sánchez-Sinencio (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Power Management for Multicore Processors via Heterogeneous Voltage Regulation and Machine Learning Enabled Adaptation. - Xin Zhan; Jianhao Chen; Edgar Sánchez-Sinencio; Peng Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Dynamic Heterogeneous Voltage Regulation for Systolic Array-Based DNN Accelerators. - Jianhao Chen; Joseph Riad; Edgar Sánchez-Sinencio; Peng Li 001 (ICCD, 2020)

Reconfigurable Dataflow Optimization for Spatiotemporal Spiking Neural Computation on Systolic Array Accelerators. - Jeong-Jun Lee; Peng Li 001 (ICCD, 2020)

Variation-Aware Heterogeneous Voltage Regulation for Multi-Core Systems-on-a-Chip with On-Chip Machine Learning. - Joseph Riad; Jianhao Chen; Edgar Sánchez-Sinencio; Peng Li 001 (ISQED, 2020)

A Scalable FPGA Engine for Parallel Acceleration of Singular Value Decomposition. - Yu Wang 167; Jeong-Jun Lee; Yu Ding 005; Peng Li 001 (ISQED, 2020)

Advanced Outlier Detection Using Unsupervised Learning for Screening Potential Customer Returns. - Hanbin Hu; Nguyen Nguyen; Chen He; Peng Li 001 (ITC, 2020)

Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks. - Wenrui Zhang; Peng Li 001 (NeurIPS, 2020)

Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm. - Bo Sun 002; Shiping Wen 001; Shengbo Wang; Tingwen Huang; Yiran Chen 001; Peng Li 001 (Neurocomputing, 2020)

Rethinking the performance comparison between SNNS and ANNS. - Lei Deng 003; Yujie Wu 002; Xing Hu 001; Ling Liang; Yufei Ding 001; Guoqi Li; Guangshe Zhao; Peng Li 001; Yuan Xie 001 (Neural Networks, 2020)

Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm. - Shiqin Wang; Yuting Cao; Tingwen Huang; Yiran Chen 001; Peng Li 001; Shiping Wen 001 (Neural Networks, 2020)

A smoothing neural network for minimization l1-lp in sparse signal reconstruction with measurement noises. - You Zhao; Xing He 001; Tingwen Huang; Junjian Huang; Peng Li 001 (Neural Networks, 2020)

A Stabilizing Centralized Controller for On-Chip Power Delivery Networks. - Joseph Riad; Peng Li 001; Edgar Sánchez-Sinencio (IEEE Trans. Circuits Syst. II Express Briefs, 2020)

Algorithm and Hardware Co-Design for FPGA Acceleration of Hamiltonian Monte Carlo Based No-U-Turn Sampler. - Yu Wang 167; Peng Li 001 (ASAP, 2021)

Reversible Gating Architecture for Rare Failure Detection of Analog and Mixed-Signal Circuits. - Myung Seok Shim; Hanbin Hu; Peng Li 001 (DAC, 2021)

Prioritized Reinforcement Learning for Analog Circuit Optimization With Design Knowledge. - Karthik Somayaji N. S.; Hanbin Hu; Peng Li 001 (DAC, 2021)

Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks. - Yukun Yang 001; Wenrui Zhang; Peng Li 001 (ICML, 2021)

Efficient Biologically-Plausible Training of Spiking Neural Networks with Precise Timing. - Richard Boone; Wenrui Zhang; Peng Li 001 (ICONS, 2021)

Systolic-Array Spiking Neural Accelerators with Dynamic Heterogeneous Voltage Regulation. - Jeong-Jun Lee; Jianhao Chen; Wenrui Zhang; Peng Li 001 (IJCNN, 2021)

Spiking Neural Networks with Laterally-Inhibited Self-Recurrent Units. - Wenrui Zhang; Peng Li 001 (IJCNN, 2021)

Semi-supervised Wafer Map Pattern Recognition using Domain-Specific Data Augmentation and Contrastive Learning. - Hanbin Hu; Chen He; Peng Li 001 (ITC, 2021)

Composing Recurrent Spiking Neural Networks using Locally-Recurrent Motifs and Risk-Mitigating Architectural Optimization. - Wenrui Zhang; Peng Li 001 (CoRR, 2021)

Skip-Connected Self-Recurrent Spiking Neural Networks With Joint Intrinsic Parameter and Synaptic Weight Training. - Wenrui Zhang; Peng Li 001 (Neural Comput., 2021)

Exponential Stabilization of Inertial Memristive Neural Networks With Multiple Time Delays. - Yin Sheng; Tingwen Huang; Zhigang Zeng; Peng Li 001 (IEEE Trans. Cybern., 2021)

Parallel Time Batching: Systolic-Array Acceleration of Sparse Spiking Neural Computation. - Jeong-Jun Lee; Wenrui Zhang; Peng Li 001 (HPCA, 2022)

SaARSP: An Architecture for Systolic-Array Acceleration of Recurrent Spiking Neural Networks. - Jeong-Jun Lee; Wenrui Zhang; Yuan Xie 001; Peng Li 001 (ACM J. Emerg. Technol. Comput. Syst., 2022)

H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks. - Ling Liang; Zheng Qu; Zhaodong Chen; Fengbin Tu; Yujie Wu 002; Lei Deng 003; Guoqi Li; Peng Li 001; Yuan Xie 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution. - Yu Wang 167; Ján Drgona; Jiaxin Zhang 005; Karthik Somayaji Nanjangud Suryanarayana; Malachi Schram; Frank Liu 001; Peng Li 001 (AAAI, 2023)

Recognizing Wafer Map Patterns Using Semi-Supervised Contrastive Learning with Optimized Latent Representation Learning and Data Augmentation. - Zihu Wang; Hanbin Hu; Chen He; Peng Li 001 (ITC, 2023)

Domain-Specific Machine Learning Based Minimum Operating Voltage Prediction Using On-Chip Monitor Data. - Yuxuan Yin; Rebecca Chen; Chen He; Peng Li 001 (ITC, 2023)

Contrastive Learning with Consistent Representations. - Zihu Wang; Yu Wang 167; Hanbin Hu; Peng Li 001 (CoRR, 2023)

HoSNN: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. - Hejia Geng; Peng Li 001 (CoRR, 2023)

UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities. - Hejia Geng; Boxun Xu; Peng Li 001 (CoRR, 2023)

DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention. - Boxun Xu; Hejia Geng; Yuxuan Yin; Peng Li 001 (CoRR, 2023)

Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient. - Ling Liang; Xing Hu 001; Lei Deng 003; Yujie Wu 002; Guoqi Li; Yufei Ding 001; Peng Li 001; Yuan Xie 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization. - Lei Deng 003; Yujie Wu 002; Yifan Hu; Ling Liang; Guoqi Li; Xing Hu 001; Yufei Ding 001; Peng Li 001; Yuan Xie 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach. - Yu Wang 167; Yuxuan Yin; Karthik Somayaji N. S.; Ján Drgona; Malachi Schram; Mahantesh Halappanavar; Frank Liu 001; Peng Li 001 (AAAI, 2024)

Learn-by-Compare: Analog Performance Prediction using Contrastive Regression with Design Knowledge. - Zihu Wang; Karthik Somayaji N. S.; Peng Li 001 (DAC, 2024)

Data-Efficient Conformalized Interval Prediction of Minimum Operating Voltage Capturing Process Variations. - Yuxuan Yin; Rebecca Chen; Chen He; Peng Li 001 (DAC, 2024)

Reliable Interval Prediction of Minimum Operating Voltage Based on On-Chip Monitors via Conformalized Quantile Regression. - Yuxuan Yin; Xiaoxiao Wang; Rebecca Chen; Chen He; Peng Li 001 (DATE, 2024)

On Learning Discriminative Features from Synthesized Data for Self-supervised Fine-Grained Visual Recognition. - Zihu Wang; Lingqiao Liu; Scott Ricardo Figueroa Weston; Samuel Tian; Peng Li 001 (ECCV (89), 2024)

Spiking Transformer Hardware Accelerators in 3D Integration. - Boxun Xu; Junyoung Hwang; Pruek Vanna-Iampikul; Sung Kyu Lim; Peng Li 001 (ICCAD, 2024)

ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models. - Yuxuan Yin; Yu Wang 167; Boxun Xu; Peng Li 001 (ICCAD, 2024)

High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling. - Yuxuan Yin; Yu Wang 167; Peng Li 001 (ICML, 2024)

Systolic Array Acceleration of Spiking Neural Networks with Application-Independent Split-Time Temporal Coding. - Jeongjun Lee; Peng Li 001 (ISLPED, 2024)

DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention. - Boxun Xu; Hejia Geng; Yuxuan Yin; Peng Li 001 (CoRR, 2024)

Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective. - Yu Wang 167; Yuxuan Yin; Peng Li 001 (CoRR, 2024)

Trimming Down Large Spiking Vision Transformers via Heterogeneous Quantization Search. - Boxun Xu; Yufei Song; Peng Li 001 (CoRR, 2024)

Towards 3D Acceleration for low-power Mixture-of-Experts and Multi-Head Attention Spiking Transformers. - Boxun Xu; Junyoung Hwang; Pruek Vanna-Iampikul; Yuxuan Yin; Sung Kyu Lim; Peng Li 001 (CoRR, 2024)

Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory. - Karthik Somayaji N. S.; Yu Wang 167; Malachi Schram; Ján Drgona; Mahantesh M. Halappanavar; Frank Liu 001; Peng Li 001 (Trans. Mach. Learn. Res., 2024)

Contrastive Learning with Consistent Representations. - Zihu Wang; Yu Wang 167; Zhuotong Chen; Hanbin Hu; Peng Li 001 (Trans. Mach. Learn. Res., 2024)

Pareto Optimization of Analog Circuits Using Reinforcement Learning. - Karthik Somayaji Nanjangud Suryanarayana; Peng Li 001 (ACM Trans. Design Autom. Electr. Syst., 2024)

Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-constrained Pruning. - Boxun Xu; Yuxuan Yin; Vikram Iyer; Peng Li 001 (ISCA, 2025)

Data-Efficient Prediction of Minimum Operating Voltage via Inter- and Intra-Wafer Variation Alignment. - Yuxuan Yin; Rebecca Chen; Chen He; Peng Li 001 (VTS, 2025)

Reliable Board-Level Degradation Prediction with Monotonic Segmented Regression under Noisy Measurement. - Yuxuan Yin; Rebecca Chen; Varun Thukral; Chen He; Peng Li 001 (VTS, 2025)

Backpropagation-based learning with local derivative approximation and memory replay in biologically plausible neural systems. - Richard Boone; Peng Li 001 (Neurocomputing, 2025)

Rare Event Detection by Acquisition-Guided Sampling. - Huiling Liao; Xiaoning Qian; Jianhua Z. Huang; Peng Li 001 (IEEE Trans Autom. Sci. Eng., 2025)

HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds. - Hejia Geng; Peng Li 001 (Trans. Mach. Learn. Res., 2025)