Peng Li

Orcid: 0000-0003-3548-4589

Affiliations:
  • University of California, Santa Barbara, CA, USA
  • Texas A&M University, College Station, TX, USA
  • Carnegie Mellon University, Pittsburgh, PA, USA (PhD 2003)


According to our database1, Peng Li authored at least 223 papers between 2000 and 2024.

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Bibliography

2024
Pareto Optimization of Analog Circuits Using Reinforcement Learning.
ACM Trans. Design Autom. Electr. Syst., March, 2024

Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory.
Trans. Mach. Learn. Res., 2024

Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective.
CoRR, 2024

ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models.
CoRR, 2024

Reliable Interval Prediction of Minimum Operating Voltage Based on On-chip Monitors via Conformalized Quantile Regression.
CoRR, 2024

Systolic Array Acceleration of Spiking Neural Networks with Application-Independent Split-Time Temporal Coding.
Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

On Learning Discriminative Features from Synthesized Data for Self-supervised Fine-Grained Visual Recognition.
Proceedings of the Computer Vision - ECCV 2024, 2024

Data-Efficient Conformalized Interval Prediction of Minimum Operating Voltage Capturing Process Variations.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Learn-by-Compare: Analog Performance Prediction using Contrastive Regression with Design Knowledge.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Contrastive Learning with Consistent Representations.
CoRR, 2023

Domain-Specific Machine Learning Based Minimum Operating Voltage Prediction Using On-Chip Monitor Data.
Proceedings of the IEEE International Test Conference, 2023

Recognizing Wafer Map Patterns Using Semi-Supervised Contrastive Learning with Optimized Latent Representation Learning and Data Augmentation.
Proceedings of the IEEE International Test Conference, 2023

AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

SaARSP: An Architecture for Systolic-Array Acceleration of Recurrent Spiking Neural Networks.
ACM J. Emerg. Technol. Comput. Syst., 2022

Parallel Time Batching: Systolic-Array Acceleration of Sparse Spiking Neural Computation.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021
Exponential Stabilization of Inertial Memristive Neural Networks With Multiple Time Delays.
IEEE Trans. Cybern., 2021

Skip-Connected Self-Recurrent Spiking Neural Networks With Joint Intrinsic Parameter and Synaptic Weight Training.
Neural Comput., 2021

Composing Recurrent Spiking Neural Networks using Locally-Recurrent Motifs and Risk-Mitigating Architectural Optimization.
CoRR, 2021

Semi-supervised Wafer Map Pattern Recognition using Domain-Specific Data Augmentation and Contrastive Learning.
Proceedings of the IEEE International Test Conference, 2021

Spiking Neural Networks with Laterally-Inhibited Self-Recurrent Units.
Proceedings of the International Joint Conference on Neural Networks, 2021

Systolic-Array Spiking Neural Accelerators with Dynamic Heterogeneous Voltage Regulation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Efficient Biologically-Plausible Training of Spiking Neural Networks with Precise Timing.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Prioritized Reinforcement Learning for Analog Circuit Optimization With Design Knowledge.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Reversible Gating Architecture for Rare Failure Detection of Analog and Mixed-Signal Circuits.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Algorithm and Hardware Co-Design for FPGA Acceleration of Hamiltonian Monte Carlo Based No-U-Turn Sampler.
Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020
A Stabilizing Centralized Controller for On-Chip Power Delivery Networks.
IEEE Trans. Circuits Syst. II Express Briefs, 2020

A smoothing neural network for minimization l1-lp in sparse signal reconstruction with measurement noises.
Neural Networks, 2020

Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm.
Neural Networks, 2020

Rethinking the performance comparison between SNNS and ANNS.
Neural Networks, 2020

Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm.
Neurocomputing, 2020

Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Advanced Outlier Detection Using Unsupervised Learning for Screening Potential Customer Returns.
Proceedings of the IEEE International Test Conference, 2020

A Scalable FPGA Engine for Parallel Acceleration of Singular Value Decomposition.
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

Variation-Aware Heterogeneous Voltage Regulation for Multi-Core Systems-on-a-Chip with On-Chip Machine Learning.
Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

Reconfigurable Dataflow Optimization for Spatiotemporal Spiking Neural Computation on Systolic Array Accelerators.
Proceedings of the 38th IEEE International Conference on Computer Design, 2020

Dynamic Heterogeneous Voltage Regulation for Systolic Array-Based DNN Accelerators.
Proceedings of the 38th IEEE International Conference on Computer Design, 2020

2019
Power Management for Multicore Processors via Heterogeneous Voltage Regulation and Machine Learning Enabled Adaptation.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Taming the Stability-Constrained Performance Optimization Challenge of Distributed On-Chip Voltage Regulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Energy-efficient FPGA Spiking Neural Accelerators with Supervised and Unsupervised Spike-timing-dependent-Plasticity.
ACM J. Emerg. Technol. Comput. Syst., 2019

Enabling Non-Hebbian Learning in Recurrent Spiking Neural Processors With Hardware-Friendly On-Chip Intrinsic Plasticity.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Boosting Throughput and Efficiency of Hardware Spiking Neural Accelerators using Time Compression Supporting Multiple Spike Codes.
CoRR, 2019

Global Adversarial Attacks for Assessing Deep Learning Robustness.
CoRR, 2019

Deep Neural Networks with Auxiliary-Model Regulated Gating for Resilient Multi-Modal Sensor Fusion.
CoRR, 2019

Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Enabling High-Dimensional Bayesian Optimization for Efficient Failure Detection of Analog and Mixed-Signal Circuits.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
Design Space Exploration of Distributed On-Chip Voltage Regulation Under Stability Constraint.
IEEE Trans. Very Large Scale Integr. Syst., 2018

Simulation of a Multidimensional Input Quantum Perceptron.
Quantum Inf. Process., 2018

Online Adaptation and Energy Minimization for Hardware Recurrent Spiking Neural Networks.
ACM J. Emerg. Technol. Comput. Syst., 2018

Unified multi-objective mapping for network-on-chip using genetic-based hyper-heuristic algorithms.
IET Comput. Digit. Tech., 2018

Optimized Gated Deep Learning Architectures for Sensor Fusion.
CoRR, 2018

Efficient Two-Step Adversarial Defense for Deep Neural Networks.
CoRR, 2018

Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Area-efficient and low-power face-to-face-bonded 3D liquid state machine design.
Proceedings of the International Conference on Computer-Aided Design, 2018

Parallelizable Bayesian optimization for analog and mixed-signal rare failure detection with high coverage.
Proceedings of the International Conference on Computer-Aided Design, 2018

Design and architectural co-optimization of monolithic 3D liquid state machine-based neuromorphic processor.
Proceedings of the 55th Annual Design Automation Conference, 2018

HFMV: hybridizing formal methods and machine learning for verification of analog and mixed-signal circuits.
Proceedings of the 55th Annual Design Automation Conference, 2018

2017
Multiharmonic Small-Signal Modeling of Low-Power PWM DC-DC Converters.
ACM Trans. Design Autom. Electr. Syst., 2017

Energy efficient parallel neuromorphic architectures with approximate arithmetic on FPGA.
Neurocomputing, 2017

Performance and robustness of bio-inspired digital liquid state machines: A case study of speech recognition.
Neurocomputing, 2017

Exploring sparsity of firing activities and clock gating for energy-efficient recurrent spiking neural processors.
Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

Biologically inspired reinforcement learning for mobile robot collision avoidance.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Navigating mobile robots to target in near shortest time using reinforcement learning with spiking neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Calcium-modulated supervised spike-timing-dependent plasticity for readout training and sparsification of the liquid state machine.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Statistical circuit performance dependency analysis via sparse relevance kernel machine.
Proceedings of the 2017 IEEE International Conference on IC Design and Technology, 2017

Noise-sensitive feedback loop identification in linear time-varying analog circuits.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Convergence-Boosted Graph Partitioning using Maximum Spanning Trees for Iterative Solution of Large Linear Circuits.
Proceedings of the 54th Annual Design Automation Conference, 2017

2016
Accurate Modeling of Nonideal Low-Power PWM DC-DC Converters Operating in CCM and DCM using Enhanced Circuit-Averaging Techniques.
ACM Trans. Design Autom. Electr. Syst., 2016

Robust and Efficient Transistor-Level Envelope-Following Analysis of PWM/PFM/PSM DC-DC Converters.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Neuromorphic Processors with Memristive Synapses: Synaptic Interface and Architectural Exploration.
ACM J. Emerg. Technol. Comput. Syst., 2016

Using Presilicon Knowledge to Excite Nonlinear Failure Modes in Large Mixed-Signal Circuits.
IEEE Des. Test, 2016

SSO-LSM: A Sparse and Self-Organizing architecture for Liquid State Machine based neural processors.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Liquid state machine based pattern recognition on FPGA with firing-activity dependent power gating and approximate computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

AP-STDP: A novel self-organizing mechanism for efficient reservoir computing.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

D-LSM: Deep Liquid State Machine with unsupervised recurrent reservoir tuning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Multi-harmonic nonlinear modeling of low-power PWM DC-DC converters operating in CCM and DCM.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Distributed on-chip regulation: theoretical stability foundation, over-design reduction and performance optimization.
Proceedings of the 53rd Annual Design Automation Conference, 2016

Relevance vector and feature machine for statistical analog circuit characterization and built-in self-test optimization.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
A Parallel Digital VLSI Architecture for Integrated Support Vector Machine Training and Classification.
IEEE Trans. Very Large Scale Integr. Syst., 2015

Energy Efficient Approximate Arithmetic for Error Resilient Neuromorphic Computing.
IEEE Trans. Very Large Scale Integr. Syst., 2015

Decoupling Capacitance Design Strategies for Power Delivery Networks with Power Gating.
ACM Trans. Design Autom. Electr. Syst., 2015

A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2015

Array-Based Approximate Arithmetic Computing: A General Model and Applications to Multiplier and Squarer Design.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015

Circuit Performance Classification With Active Learning Guided Sampling for Support Vector Machines.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Circuit design and exponential stabilization of memristive neural networks.
Neural Networks, 2015

A Reconfigurable Digital Neuromorphic Processor with Memristive Synaptic Crossbar for Cognitive Computing.
ACM J. Emerg. Technol. Comput. Syst., 2015

The Art of Certifying Analog/Mixed-Signal Circuits.
IEEE Des. Test, 2015

Reachability Analysis Using Extremal Rates.
Proceedings of the NASA Formal Methods - 7th International Symposium, 2015

Leveraging emerging nonvolatile memory in high-level synthesis with loop transformations.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015

General-purpose LSM learning processor architecture and theoretically guided design space exploration.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014
Understanding SRAM Stability via Bifurcation Analysis: Analytical Models and Scaling Trends.
ACM Trans. Design Autom. Electr. Syst., 2014

A model for array-based approximate arithmetic computing with application to multiplier and squarer design.
Proceedings of the International Symposium on Low Power Electronics and Design, 2014

A unifying and robust method for efficient envelope-following simulation of PWM/PFM DC-DC converters.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

Leveraging pre-silicon data to diagnose out-of-specification failures in mixed-signal circuits.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

Approximate property checking of mixed-signal circuits.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

Parallel Hierarchical Reachability Analysis for Analog Verification.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

2013
Fast Thermal Analysis on GPU for 3D ICs With Integrated Microchannel Cooling.
IEEE Trans. Very Large Scale Integr. Syst., 2013

IC power delivery: Voltage regulation and conversion, system-level cooptimization and technology implications.
ACM Trans. Design Autom. Electr. Syst., 2013

Simulation-Assisted Formal Verification of Nonlinear Mixed-Signal Circuits With Bayesian Inference Guidance.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

Localized Stability Checking and Design of IC Power Delivery With Distributed Voltage Regulators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

The emergence of abnormal hypersynchronization in the anatomical structural network of human brain.
NeuroImage, 2013

A 0.38 V near/sub-V<sub>T</sub> digitally controlled low-dropout regulator with enhanced power supply noise rejection in 90 nm CMOS process.
IET Circuits Devices Syst., 2013

Support Vector Machine Based Detection of Drowsiness Using Minimum EEG Features.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A power-efficient on-chip linear regulator assisted by switched capacitors for fast transient regulation.
Proceedings of the International Symposium on Quality Electronic Design, 2013

An energy efficient approximate adder with carry skip for error resilient neuromorphic VLSI systems.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

Verification of digitally-intensive analog circuits via kernel ridge regression and hybrid reachability analysis.
Proceedings of the 50th Annual Design Automation Conference 2013, 2013

2012
Quantifying Dynamic Stability of Genetic Memory Circuits.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Efficient Identification of Unstable Loops in Large Linear Analog Integrated Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

Linking brain behavior to underlying cellular mechanisms via large-scale brain modeling and simulation.
Neurocomputing, 2012

Stochastic projective methods for simulating stiff chemical reacting systems.
Comput. Phys. Commun., 2012

Load-aware stochastic feedback control for DVFS with tight performance guarantee.
Proceedings of the 20th IEEE/IFIP International Conference on VLSI and System-on-Chip, 2012

A digital neuromorphic VLSI architecture with memristor crossbar synaptic array for machine learning.
Proceedings of the IEEE 25th International SOC Conference, 2012

Design and optimization of power gating for DVFS applications.
Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

An ultra-low voltage digitally controlled low-dropout regulator with digital background calibration.
Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

Design and analysis of IC power delivery with on-chip voltage regulation.
Proceedings of the IEEE International Conference on IC Design & Technology, 2012

Verifying dynamic properties of nonlinear mixed-signal circuits via efficient SMT-based techniques.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Classifying circuit performance using active-learning guided support vector machines.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Design analysis of IC power delivery.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Stability assurance and design optimization of large power delivery networks with multiple on-chip voltage regulators.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

2011
Parallel On-Chip Power Distribution Network Analysis on Multi-Core-Multi-GPU Platforms.
IEEE Trans. Very Large Scale Integr. Syst., 2011

Locality-Driven Parallel Static Analysis for Power Delivery Networks.
ACM Trans. Design Autom. Electr. Syst., 2011

Parallel circuit simulation with adaptively controlled projective integration.
ACM Trans. Design Autom. Electr. Syst., 2011

Dynamical Properties and Design Analysis for Nonvolatile Memristor Memories.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Hierarchical Analog/Mixed-Signal Circuit Optimization Under Process Variations and Tuning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Hierarchical Multialgorithm Parallel Circuit Simulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011

Reduced order modeling of passive and quasi-active dendrites for nervous system simulation.
J. Comput. Neurosci., 2011

Parallel Circuit Simulation: A Historical Perspective and Recent Developments.
Found. Trends Electron. Des. Autom., 2011

Efficient checking of power delivery integrity for power gating.
Proceedings of the 12th International Symposium on Quality Electronic Design, 2011

RF BIST for ADPLL-based polar transmitters with wide-band DCO gain calibration.
Proceedings of the 12th International Symposium on Quality Electronic Design, 2011

Simulation of large neuronal networks with biophysically accurate models on graphics processors.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Fast static analysis of power grids: Algorithms and implementations.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

High effective-resolution built-in jitter characterization with quantization noise shaping.
Proceedings of the 48th Design Automation Conference, 2011

Decoupling for power gating: sources of power noise and design strategies.
Proceedings of the 48th Design Automation Conference, 2011

Automatic stability checking for large linear analog integrated circuits.
Proceedings of the 48th Design Automation Conference, 2011

2010
Combinatorial Algorithms for Fast Clock Mesh Optimization.
IEEE Trans. Very Large Scale Integr. Syst., 2010

Discrete Buffer and Wire Sizing for Link-Based Non-Tree Clock Networks.
IEEE Trans. Very Large Scale Integr. Syst., 2010

Exact Time-Domain Second-Order Adjoint-Sensitivity Computation for Linear Circuit Analysis and Optimization.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010

Scalable Analysis of Mesh-Based Clock Distribution Networks Using Application-Specific Reduced Order Modeling.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

Exploring Circuit Adaptation for Yield Optimization of Low-Power All-Digital Phase-Locked Loops.
J. Low Power Electron., 2010

Robust SRAM Design via Joint Sizing and Voltage Optimization Under Dynamic Stability Constraints.
J. Low Power Electron., 2010

Accurate clock mesh sizing via sequential quadraticprogramming.
Proceedings of the 2010 International Symposium on Physical Design, 2010

On-the-fly runtime adaptation for efficient execution of parallel multi-algorithm circuit simulation.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

On behavioral model equivalence checking for large analog/mixed signal systems.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

Separatrices in high-dimensional state space: system-theoretical tangent computation and application to SRAM dynamic stability analysis.
Proceedings of the 47th Design Automation Conference, 2010

Tradeoff analysis and optimization of power delivery networks with on-chip voltage regulation.
Proceedings of the 47th Design Automation Conference, 2010

Exploiting reconfigurability for low-cost in-situ test and monitoring of digital PLLs.
Proceedings of the 47th Design Automation Conference, 2010

Parallel program performance modeling for runtime optimization of multi-algorithm circuit simulation.
Proceedings of the 47th Design Automation Conference, 2010

2009
Performance-Oriented Parameter Dimension Reduction of VLSI Circuits.
IEEE Trans. Very Large Scale Integr. Syst., 2009

An On-the-Fly Parameter Dimension Reduction Approach to Fast Second-Order Statistical Static Timing Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

A Parallel Harmonic-Balance Approach to Steady-State and Envelope-Following Simulation of Driven and Autonomous Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

SICE: design-dependent statistical interconnect corner extraction under inter/intra-die variations.
IET Circuits Devices Syst., 2009

Parallel partitioning based on-chip power distribution network analysis using locality acceleration.
Proceedings of the 10th International Symposium on Quality of Electronic Design (ISQED 2009), 2009

An application-specific adjoint sensitivity analysis framework for clock mesh sensitivity computation.
Proceedings of the 10th International Symposium on Quality of Electronic Design (ISQED 2009), 2009

Gene-regulatory memories: Electrical-equivalent modeling, simulation and parameter identification.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

Leveraging efficient parallel pattern search for clock mesh optimization.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

Nonvolatile memristor memory: Device characteristics and design implications.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

Final-value ODEs: Stable numerical integration and its application to parallel circuit analysis.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

Closed-loop modeling of power and temperature profiles of FPGAs.
Proceedings of the ACM/SIGDA 17th International Symposium on Field Programmable Gate Arrays, 2009

Parallelizable stable explicit numerical integration for efficient circuit simulation.
Proceedings of the 46th Design Automation Conference, 2009

2008
Statistical Static Timing Analysis Considering Process Variation Model Uncertainty.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

A Preconditioned Hierarchical Algorithm for Impedance Extraction of Three-Dimensional Structures With Multiple Dielectrics.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

Accelerating Clock Mesh Simulation Using Matrix-Level Macromodels and Dynamic Time Step Rounding.
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Modeling dynamic stability of SRAMS in the presence of single event upsets (SEUs).
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Yield-aware hierarchical optimization of large analog integrated circuits.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

MAPS: multi-algorithm parallel circuit simulation.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

Multigrid on GPU: tackling power grid analysis on parallel SIMT platforms.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

SRAM dynamic stability: theory, variability and analysis.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

WavePipe: parallel transient simulation of analog and digital circuits on multi-core shared-memory machines.
Proceedings of the 45th Design Automation Conference, 2008

2007
Fast Variational Interconnect Delay and Slew Computation Using Quadratic Models.
IEEE Trans. Very Large Scale Integr. Syst., 2007

Characterizing Multistage Nonlinear Drivers and Variability for Accurate Timing and Noise Analysis.
IEEE Trans. Very Large Scale Integr. Syst., 2007

Utilizing Redundancy for Timing Critical Interconnect.
IEEE Trans. Very Large Scale Integr. Syst., 2007

Efficient Look-Up-Table-Based Modeling for Robust Design of Σ∆ ADCs.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

Hierarchical Harmonic-Balance Methods for Frequency-Domain Analog-Circuit Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

A methodology for systematic built-in self-test of phase-locked loops targeting at parametric failures.
Proceedings of the 2007 IEEE International Test Conference, 2007

Achieving Low-Cost Linearity Test and Diagnosis of Sigma Delta ADCs via Frequency-Domain Nonlinear Analysis and Macromodeling.
Proceedings of the 8th International Symposium on Quality of Electronic Design (ISQED 2007), 2007

Reducing the Complexity of VLSI Performance Variation Modeling Via Parameter Dimension Reduction.
Proceedings of the 8th International Symposium on Quality of Electronic Design (ISQED 2007), 2007

Yield-aware analog integrated circuit optimization using geostatistics motivated performance modeling.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Impedance extraction for 3-D structures with multiple dielectrics using preconditioned boundary element method.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Analysis of large clock meshes via harmonic-weighted model order reduction and port sliding.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

A methodology for timing model characterization for statistical static timing analysis.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Efficient VCO phase macromodel generation considering statistical parametric variations.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

A Framework for Accounting for Process Model Uncertainty in Statistical Static Timing Analysis.
Proceedings of the 44th Design Automation Conference, 2007

Statistical Leakage Power Minimization Using Fast Equi-Slack Shell Based Optimization.
Proceedings of the 44th Design Automation Conference, 2007

Fast Second-Order Statistical Static Timing Analysis Using Parameter Dimension Reduction.
Proceedings of the 44th Design Automation Conference, 2007

Accelerating Harmonic Balance Simulation Using Efficient Parallelizable Hierarchical Preconditioning.
Proceedings of the 44th Design Automation Conference, 2007

Efficient Frequency-Domain Simulation of Massive Clock Meshes Using Parallel Harmonic Balance.
Proceedings of the IEEE 2007 Custom Integrated Circuits Conference, 2007

2006
IC thermal simulation and modeling via efficient multigrid-based approaches.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

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

Temperature-Aware Floorplanning of 3-D ICs Considering Thermally Dependent Leakage Power.
J. Low Power Electron., 2006

Critical Path Analysis Considering Temperature, Power Supply Variations and Temperature Induced Leakage.
Proceedings of the 7th International Symposium on Quality of Electronic Design (ISQED 2006), 2006

Efficient Model Update for General Link-Insertion Networks.
Proceedings of the 7th International Symposium on Quality of Electronic Design (ISQED 2006), 2006

Practical variation-aware interconnect delay and slew analysis for statistical timing verification.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

Performance-oriented statistical parameter reduction of parameterized systems via reduced rank regression.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

Lookup table based simulation and statistical modeling of Sigma-Delta ADCs.
Proceedings of the 43rd Design Automation Conference, 2006

Model order reduction of linear networks with massive ports via frequency-dependent port packing.
Proceedings of the 43rd Design Automation Conference, 2006

Steiner network construction for timing critical nets.
Proceedings of the 43rd Design Automation Conference, 2006

2005
Compact reduced-order modeling of weakly nonlinear analog and RF circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005

Temperature-Dependent Optimization of Cache Leakage Power Dissipation.
Proceedings of the 23rd International Conference on Computer Design (ICCD 2005), 2005

A Waveform Independent Gate Model for Accurate Timing Analysis.
Proceedings of the 23rd International Conference on Computer Design (ICCD 2005), 2005

Practical techniques to reduce skew and its variations in buffered clock networks.
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005

Parameterized interconnect order reduction with explicit-and-implicit multi-parameter moment matching for inter/intra-die variations.
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005

Variational analysis of large power grids by exploring statistical sampling sharing and spatial locality.
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005

Modeling Interconnect Variability Using Efficient Parametric Model Order Reduction.
Proceedings of the 2005 Design, 2005

Specification Test Compaction for Analog Circuits and MEMS.
Proceedings of the 2005 Design, 2005

Power grid simulation via efficient sampling-based sensitivity analysis and hierarchical symbolic relaxation.
Proceedings of the 42nd Design Automation Conference, 2005

A behavioral level approach for nonlinear dynamic modeling of voltage-controlled oscillators.
Proceedings of the IEEE 2005 Custom Integrated Circuits Conference, 2005

2004
Efficient full-chip thermal modeling and analysis.
Proceedings of the 2004 International Conference on Computer-Aided Design, 2004

Efficient harmonic balance simulation using multi-level frequency decomposition.
Proceedings of the 2004 International Conference on Computer-Aided Design, 2004

A frequency relaxation approach for analog/RF system-level simulation.
Proceedings of the 41th Design Automation Conference, 2004

2003
Efficient per-nonlinearity distortion analysis for analog and RF circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2003

A Hybrid Approach to Nonlinear Macromodel Generation for Time-Varying Analog Circuits.
Proceedings of the 2003 International Conference on Computer-Aided Design, 2003

Noise Macromodel for Radio Frequency Integrated Circuits.
Proceedings of the 2003 Design, 2003

NORM: compact model order reduction of weakly nonlinear systems.
Proceedings of the 40th Design Automation Conference, 2003

Analog and RF circuit macromodels for system-level analysis.
Proceedings of the 40th Design Automation Conference, 2003

Nonlinear distortion analysis via linear-centric models.
Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003

A frequency separation macromodel for system-level simulation of RF circuits.
Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003

2002
A Linear-Centric Modeling Approach to Harmonic Balance Analysis.
Proceedings of the 2002 Design, 2002

2000
Cost based tradeoff analysis of standard cell designs.
Proceedings of the Second IEEE/ACM International Workshop on System-Level Interconnect Prediction (SLIP 2000), 2000


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