Matthew  Adiletta, Jesmin Jahan Tithi, Emmanouil-Ioannis  Farsarakis, Gerasimos  Gerogiannis, Robert  Adolf, Robert  Benke, Sidharth  Kashyap, Samuel  Hsia, Kartik  Lakhotia, Fabrizio  Petrini, Gu-Yeon  Wei, and David  Brooks. 2023. ?Characterizing the Scalability of Graph Convolutional Networks on Intel® PIUMA.? In IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS). Raleigh, North Carolina.

Samuel  Hsia, Udit  Gupta, Bilge  Acun, Newsha  Ardalani, Pan  Zhong, Gu-Yeon  Wei, David  Brooks, and Carole-Jean  Wu. 2023. ?MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation.? In ASPLOS. Vancouver, Canada.

Matthew  Adiletta, David  Brooks, and Gu-Yeon  Wei. 2022. Architectural Implications of Embedding Dimension During GCN on CPU and GPU. Cambridge: Harvard University.

Yu-Shun  Hsiao, Siva Kumar Sastry  Hari, Micha?  Filipiuk, Timothy  Tsai, Michael B.  Sullivan, Vijay Janapa  Reddi, Vasu  Singh, and Stephen W.  Keckler. 2022. ?Zhuyi: Perception Processing Rate Estimation for Safety in Autonomous Vehicles.? In ACM/IEEE Design Automation Conference (DAC). San Francisco, CA, USA.

Abdulrahman  Mahmoud, Thierry  Tambe, Tarek  Aloui, David  Brooks, and Gu-Yeon  Wei. 2022. ?GoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators.? 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). Baltimore, Maryland, USA.

L.  Pentecost, A.  Hankin, M.  Donato, M.  Hempstead, G.-Y.  Wei, and D.  Brooks. 2022. ?NVMExplorer: A Framework for Cross-Stack Comparisons of Embedded Non-Volatile Memories.? In 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA). Seoul, South Korea.

Zishen  Wan, Aqeel  Anwar, Abdulrahman  Mahmoud, Tianyu  Jia, Yu-Shun  Hsiao, Vijay Janapa  Reddi, and Arijit  Raychowdhury. 2022. ?Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems.? 2022 Design Automation and Test in Europe Conference (DATE).

Tianyu  Jia, En-Yu  Yang, Yu-Shun  Hsiao, Jonathan  Cruz, David  Brooks, Gu-Yeon  Wei, and Vijay Janapa  Reddi. 2022. ?OMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge.? In DATE: Design, Automation, and Test in Europe (DATE).

Maximilian  Lam, Michael  Mitzenmacher, Vijay Janapa  Reddi, Gu-Yeon  Wei, and David  Brooks. 2022. ?Tabula: Efficiently Computing Nonlinear Activation Functions for Secure Neural Network Inference?.

Thierry  Tambe, David  Brooks, and Gu-Yeon  Wei. 2022. ?Learnings from a HLS-based High-Productivity Digital VLSI Flow.? In Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'22).

Bo-Yuan  Huang, Steven  Lyubomirsky, Yi  Li, Mike  He, Thierry  Tambe, Gus Henry  Smith, Akash  Gaonkar, Vishal  Canumalla, Gu-Yeon  Wei, Aarti  Gupta, Zachary  Tatlock, and Sharad  Malik. 2022. ?Specialized Accelerators and Compiler Flows: Replacing Accelerator APIs with a Formal Software/Hardware Interface?.

Zishen  Wan, Aqeel  Anwar, Yu-Shun  Hsiao, Tianyu  Jia, Vijay Janapa  Reddi, and Arijit  Raychowdhury. 2021. ?Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems.? In 58th ACM/IEEE Design Automation Conference (DAC).

Thierry  Tambe, Coleman  Hooper, Lillian  Pentecost, Tianyu  Jia, En-Yu  Yang, Marco  Donato, Victor  Sanh, Paul  Whatmough, Alexander M.  Rush, David  Brooks, and Gu-Yeon  Wei. 2021. ?EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference.? IEEE/ACM International Symposium on Microarchitecture (MICRO 2021).

M. M.  Sharifi, L.  Pentecost, R.  Rajaei, A.  Kazemi, Q.  Lou, G.-Y.  Wei, D.  Brooks, K.  Ni, X. S.  Hu, M.  Niemier, and M.  Donato. 2021. ?Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.? In Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED ?21. Boston, MA, USA.

Maximilian  Lam, Gu-Yeon  Wei, David  Brooks, Vijay Janapa  Reddi, and Michael  Mitzenmacher. 2021. ?Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix?.

Yu-Shun  Hsiao, Zishen  Wan, Tianyu  Jia, Radhika  Ghosal, Arijit  Raychowdhury, David  Brooks, Gu-Yeon  Wei, and Vijay Janapa  Reddi. 2021. ?Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles?.

Udit  Gupta, Samuel  Hsia, Jeff  Zhang, Mark  Wilkening, Javin  Pombra, Hsien-Hsin S.  Lee, Gu-Yeon  Wei, Carole-Jean  Wu, and David  Brooks. 2021. ?RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance.? MICRO '21: MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture, Pp. 870?884.

Sabrina M.  Neuman, Brian  Plancher, Thomas  Bourgeat, Thierry  Tambe, Srinivas  Devadas, and Vijay Janapa  Reddi. 2021. ?Robomorphic Computing: A Design Methodology for Domain-Specific Accelerators Parameterized by Robot Morphology.? Architectural Support for Programming Languages and Operating Systems (ASPLOS'21), Pp. 674?686.

Bo-Yuan  Huang, Steven  Lyubomirsky, Thierry  Tambe, Yi  Li, Mike  He, Gus  Smith, Gu-Yeon  Wei, Aarti  Gupta, Sharad  Malik, and Zachary  Tatlock. 2021. ?From DSLs to Accelerator-rich Platform Implementations: Addressing the Mapping Gap.? Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'21).

Thierry  Tambe, En-Yu  Yang, Glenn G.  Ko, Yuji  Chai, Coleman  Hooper, Marco  Donato, Paul N.  Whatmough, Alexander M.  Rush, David  Brooks, and Gu-Yeon  Wei. 2021. ?A 25mm2 SoC for IoT Devices with 18ms Noise Robust Speech-to-Text Latency via Bayesian Speech Denoising and Attention-Based Sequence-to-Sequence DNN Speech Recognition in 16nm FinFET.? International Solid-State Circuits Conference (ISSCC'21).

Mark  Wilkening, Udit  Gupta, Samuel  Hsia, Caroline  Trippel, Carole-Jean  Wu, David  Brooks, and Gu-Yeon  Wei. 2021. ?RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference.? ASPLOS 2021: Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Pp. 717?729.

Srivatsan  Krishnan, Maximilian  Lam, Sharad  Chitlangia, Zishen  Wan, Gabriel  Barth-Maron, Aleksandra  Faust, and Vijay Janapa  Reddi. 2020. ?QuaRL: Quantization for Sustainable Reinforcement Learning?.

Samuel  Hsia, Udit  Gupta, Wilkening  Mark, Carole  Wu, Gu-Yeon  Wei, and David  Brooks. 2020. ?Cross-Stack Workload Characterization of Deep Recommendation Systems.? In 2020 IEEE International Symposium on Workload Characterization (IISWC).

Brandon  Reagen, Wooseok  Choi, Yeongil  Ko, Vincent  Lee, Gu  Wei, Lee  S, and David  Brooks. 2020. ?Cheetah: Optimizations and Methods for PrivacyPreserving Inference via Homomorphic Encryption?.

Srivatsan  Krishnan, Zishen  Wan, Kshitij  Bhardwaj, Paul  Whatmough, Aleksandra  Faust, Gu  Wei, David  Brooks, and Vijay  Reddi. 2020. ?The Sky Is Not the Limit: A Visual Performance Model for Cyber-Physical Co-Design in Autonomous Machines.? IEEE Computer Architecture Letters, 19, 1, Pp. 38?42.

Glenn  Ko, Yuji  Chai, Marco  Donato, Paul  Whatmough, Tambe  Thierry, Rob  Rutenbar, Gu  Wei, and Gu  Wei. 2020. ?A Scalable Bayesian Inference Accelerator for Unsupervised Learning.? In IEEE Hot Chips 31 Symposium. Palo Alto, CA, USA.

Kshitij  Bhardwaj, Marton  Havasi, Yuan  Yao, David  Brooks, José  Lobato, and Gu  Wei. 2020. ?A comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs.? In Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, Pp. 145?150.

Paul  Whatmough, Marco  Donato, Glenn  Ko, David  Brooks, and  Gu-Wei. 2020. ?CHIPKIT: An agile, reusable open-source framework for rapid test chip development.? IEEE Micro, 40, 4, Pp. 32 - 40.

Thierry  Tambe,  En-Yang, Zishen  Wan, Yuntian  Deng, Vijay  Reddi, Alexander  Rush, David  Brooks, and Gu-Yeon  Wei. 2020. ?Algorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference.? In . San Francisco, CA, USA: Design Automation Conference (DAC 2020).

Antonino  Tumeo, Marco  Minutoli, Giovanni  Castellana, Joseph  Manzano, Vinay  Amatya, David  Brooks, and Gu  Wei. 2020. ?Software Defined Accelerators From Learning Tools Environment.? In 2020 57th ACM/IEEE Design Automation Conference (DAC), Pp. 1?6. IEEE.

Glenn  Ko, Yuji  Chai, Marco  Donato, Paul  Whatmough, Thierry  Tambe, Rob  Rutenbar, David  Brooks, and Gu-Yeon  Wei. 2020. ?A 3mm2 Programmable Bayesian Inference Accelerator for Unsupervised Machine Perception using Parallel Gibbs Sampling in 16nm.? In IEEE Symposium on VLSI Circuits (VLSI).

Liu  Ke, Udit  Gupta, Carole-Jean  Wu, Benjamin  Cho, Mark  Hempstead, Brandon  Reagen, Xuan  Zhang, David  Brooks, Vikas  Chandra, Utku  Diril, Amin  Firoozshahian, Kim  Hazelwood, Bill  Jia, Hsien-Hsin  Lee, Meng  Li, Bert  Maher, Dheevatsa  Mudigere, Maxim  Naumov, Martin  Schatz, Mikhail  Smelyanskiy, and Xiaodong  Wang. 2020. ?RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.? In . The 47th IEEE/ACM International Symposium on Computer Architecture (ISCA 2020).

Mattson  Peter, Vijay  Reddi, Christine  Cheng, Cody  Coleman, Greg  Diamos, David  Kanter, Paulius  Micikevicius, David  Patterson, Guenther  Schmuelling, Hanlin  Tang, Gu-Yeon  Wei, and Carole-Jean  Wu. 2020. ?MLPerf: An industry standard benchmark suite for machine learning performance.? IEEE Micro, 40, 2, Pp. 8?16.

Maximilian  Lam, Zachary  Yedidia, Colby  Banbury, and Vijay Janapa  Reddi. 2020. ?Precision Batching: Bitserial Decomposition for Efficient Neural Network Inference on GPUs?.

Udit  Gupta, Carole  Wu, Xiaodong  Wang, Maxim  Naumov, Brandon  Reagen, David  Brooks, Bradford  Cottel, Kim  Hazelwood, Bill  Jia, Hsien-Hsin  Lee, Andrey  Malevich, Dheevatsa  Mudigere, Mikhail  Smelyanskiy, Liang  Xiong, and Xuan  Zhang. 2020. ?The Architectural Implications of Facebook's DNN-based Personalized Recommendation.? In . The 26th IEEE International Symposium on High-Performance Computer Architecture.

Samuel  Hsia, Udit  Gupta, Mark  Wilkening, Carole  Wu, Gu  Wei, and David  Brooks. 2020. ?Cross-Stack Workload Characterization of Deep Recommendation Systems.? 2020 IEEE International Symposium on Workload Characterization (IISWC).

Udit  Gupta, Samuel  Hsia, Vikram  Saraph, Xiaodong  Wang, Brandon  Reagen, Gu-Yeon  Wei, Hsien-Hsin S.  Lee, Carole-Jean  Wu, and David  Brooks. 2020. ?DeepRecSys: A System for Optimizing End-To-End At-scale Neural Recommendation Inference.? In . The 47th IEEE/ACM International Symposium on Computer Architecture (ISCA 2020).

Wang  Yu, Gu  Wei, and David  Brooks. 2020. ?A Systematic Methodology for Analysis of Deep Learning Hardware and Software Platforms.? In . Third Conference on Machine Learning and Systems (MLSys).

Xi  Likun, Yuan  Yao, Kshitij  Bhardwaj, Paul  Whatmough, Gu  Wei, and David  Brooks. 2019. ?SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads.? arXiv e-prints.

Siming  Ma, David  Brooks, and Gu  Wei. 2019. ?A binary-activation, multi-level weight RNN and training algorithm for processing-in-memory inference with eNVM.? arXiv preprint arXiv:1912.00106.

Lillian  Pentecost, Udit  Gupta, Elisa  Ngan, Gu  Wei, David  Brooks, Johanna  Beyer, and Michael  Behrisch. 2019. ?CHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance.? ProTools workshop co-located with Supercomputing.

Marco  Donato, Lillian  Pentecost, David  Brooks, and Gu  Wei. 2019. ?MEMTI: Optimizing On-Chip Nonvolatile Storage for Visual Multitask Inference at the Edge.? IEEE MICRO, 39, 6.

Peter  Mattson, Christine  Cheng, Cody  Coleman, Greg  Diamos, Paulius  Micikevicius, David  Patterson, Hanlin  Tang, Gu  Wei, Peter  Bailis, Victor  Bittorf, David  Brooks, Dehao  Chen, Debo  Dutta, Udit  Gupta, Kim  Hazelwood, Andy  Hock, Xinyuan  Huang, Daniel  Kang, David  Kanter, Naveen  Kumar, Jeffery  Liao, Deepak  Narayanan, Tayo  Oguntebi, Gennady  Pekhimenko, Lillian  Pentecost, Vijay Janapa  Reddi, Taylor  Robie, Tom St  John, Carole-Jean  Wu, Lingjie  Xu, Cliff  Young, and Matei  Zaharia. 2019. ?Mlperf training benchmark.? arXiv preprint arXiv:1910.01500.

Lillian  Pentecost, Marco  Donato, Brandon  Reagen, Udit  Gupta, Siming  Ma, Gu  Wei, and David  Brooks. 2019. ?MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation.? In MICRO '52: Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Pp. 769?781.

Brian  Plancher, Camelia  Brumar, Iulian  Brumar, Lillian  Pentecost, Saketh  Rama, and David  Brooks. 2019. ?Application of Approximate Matrix Multiplication to Neural Networks and Distributed SLAM.? In IEEE High Performance Extreme Computing Conference (HPEC). Waltham, MA, USA.

Bhardwaj  Kshitij, Havasi  Marton, Yao  Yuan, David  Brooks, Lobato  Hernández, and Gu  Wei. 2019. ?Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization.? IEEE Computer Architecture Letters, 18, 2, Pp. 119?123.

Glenn  Ko, Yuji  Chai, Rob  Rutenbar, David  Brooks, and Gu  Wei. 2019. ?Accelerating Bayesian Inference on Structured Graphs Using Parallel Gibbs Sampling.? International Conference on Field-Programmable Logic and Applications. Barcelona, Spain.

Thierry  Tambe, Yu  Yang, Zishen  Wan, Yuntian  Deng, Vijay  Reddi, Alexander  Rush, David  Brooks, and Gu  Wei. 2019. ?AdaptivFloat: A Floating-Point Based Data Type for Resilient Deep Learning Inference.? arXiv preprint arXiv:1909.13271.

Udit  Gupta, Brandon  Reagen, Lillian  Pentecost, Marco  Donato, Thierry  Tambe, Alexander  Rush, Gu  Wei, and David  Brooks. 2019. ?MASR: A Modular Accelerator for Sparse RNNs.? In International Conference on Parallel Architectures and Compilation Techniques.

Yu  Wang, Gu  Wei, and David  Brooks. 2019. ?Benchmarking TPU, GPU, and CPU platforms for deep learning.? arXiv preprint arXiv:1907.10701.

Siming  Ma, Marco  Donato, Sae  Lee, David  Brooks, and Gu  Wei. 2019. ?Fully-CMOS Multi-Level Embedded Non-Volatile Memory Devices With Reliable Long-Term Retention for Efficient Storage of Neural Network Weights.? IEEE Electron Device Letters, 40, 9, Pp. 1403?1406.

Sae  Lee, Paul  Whatmough, David  Brooks, and Gu  Wei. 2019. ?A 16-nm always-on DNN processor with adaptive clocking and multi-cycle banked SRAMs.? IEEE Journal of Solid-State Circuits, 54, 7, Pp. 1982 - 1992.

Paul  Whatmough, Sae  Lee, Marco  Donato, Hsea  Hsueh, Sam  Xi, Udit  Gupta, Lillian  Pentecost, Glenn  Ko, David  Brooks, and Gu  Wei. 2019. ?A 16nm 25mm2 SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators.? Symposium on VLSI Circuits.

G Ko, Yuji  Chai, A Rutenbar, David  Brooks, and Gu  Wei. 2019. ?Flexgibbs: Reconfigurable parallel gibbs sampling accelerator for structured graphs.? In 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), Pp. 334?334.

Yu Emma  Wang, Yuhao  Zhu, Glenn  Ko, Brandon  Reagen,  Gu-Wei, and David  Brooks. 2019. ?Demystifying Bayesian Inference Workloads.? International Symposium on Performance Analysis of Systems and Software (ISPASS).

Yu  Wang, Victor  Lee, Gu  Wei, and David  Brooks. 2019. ?Predicting New Workload or CPU Performance by Analyzing Public Datasets.? ACM Transactions on Architecture and Code Optimization (TACO), 15, 4, Pp. 53:1?53:21.

Gu  Wei, Tao  Tong, David  Brooks, and Sae  Lee. 2019. ?Capacitor reconfiguration of a single-input, multi-output, switched-capacitor converter?.

Gu  Wei, Tao  Tong, David  Brooks, and Sae  Lee. 2019. ?Device and method for hybrid feedback control of a switch-capacitor multi-unit voltage regulator.? United States of America.

Brandon  Reagen, Udit  Gupta, Robert  Adolf, Michael  Mitzenmacher, Alexander  Rush, Gu  Wei, and David  Brooks. 2018. ?Weightless: Lossy Weight Encoding For Deep Neural Network Compression.? In International Conference on Machine Learning, Pp. 4324?4333.

Sae  Lee, Paul  Whatmough, Niamh  Mulholland, Patrick  Hansen, David  Brooks, and Gu  Wei. 2018. ?A wide dynamic range sparse FC-DNN processor with multi-cycle banked SRAM read and adaptive clocking in 16nm FinFET.? ESSCIRC 2018-IEEE 44th European Solid State Circuits Conference.

Rafael  Garibotti, Brandon  Reagen, Yakun  Shao, Gu  Wei, and David  Brooks. 2018. ?Assisting high-level synthesis improve spmv benchmark through dynamic dependence analysis.? IEEE Transactions on Circuits and Systems II: Express Briefs, 65, 10, Pp. 1440?1444.

Paul  Whatmough, Sae  Lee, Sam  Xi, Udit  Gupta, Lillian  Pentecost, Marco  Donato, Hsea  Hseuh, David  Brooks, and Gu  Wei. 2018. ?SMIV: A 16nm SoC with Efficient and Flexible DNN Acceleration for Intelligent IoT Devices.? Hot Chips 30: A Symposium on High Performance Chips, 99, Pp. 1-1.

Paul  Whatmough, Sae  Lee, David  Brooks, and Gu  Wei. 2018. ?DNN ENGINE: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications.? IEEE Journal of Solid-State Circuits (JSSC), 53, 9.

Marco  Donato, Brandon  Reagen, Lillian  Pentecost, Udit  Gupta, David  Brooks, and Gu  Wei. 2018. ?On-chip deep neural network storage with multi-level eNVM.? In DAC '18: Proceedings of the 55th Annual Design Automation Conference, Pp. 1?6. San Francisco, CA, USA.

Brandon  Reagen, Udit  Gupta, Lillian  Pentecost, Paul  Whatmough, Sae  Lee, Niamh  Mulholland, David  Brooks, and Gu  Wei. 2018. ?Ares: a framework for quantifying the resilience of deep neural networks.? In Design Automation Conference, 17: Pp. 1-6.

Marco  Donato, Brandon  Reagen, Lillian  Pentecost, Udit  Gupta, David  Brooks, and Gu  Wei. 2018. ?On-Chip Deep Neural Network Storage with Multi-Level eNVM.? In Design Automation Conference (DAC).

Mario  Lok, Elizabeth Farrell  Helbling, Xuan  Zhang, Robert  Wood, David  Brooks, and Gu  Wei. 2018. ?A Low Mass Power Electronics Unit to Drive Piezoelectric Actuators for Flying Microrobots.? IEEE Transactions on Power Electronics, 33, 4, Pp. 3180 - 3191.

Yuhao  Zhu, Gu  Wei, and David  Brooks. 2018. ?Cloud no longer a silver bullet, edge to the rescue.? arXiv preprint arXiv:1802.05943.

Simone  Campanoni, Kevin  Brownell, Svilen  Kanev, Timothy  Jones, Gu  Wei, and David  Brooks. 2017. ?Automatically accelerating non-numerical programs by architecture-compiler co-design.? Communications of the ACM, 60, 12, Pp. 88?97.

Sreela  Kodali, Patrick  Hansen, Niamh  Mulholland, Paul  Whatmough, David  Brooks, and Gu  Wei. 2017. ?Applications of Deep Neural Networks for Ultra Low Power IoT.? In International Conference on Computer Design.

Ramon  Bertran, Pradip  Bose, David  Brooks, Jeff  Burns, Alper  Buyuktosunoglu, Nandhini  Chandramoorthy, Eric  Cheng, Martin  Cochet, Schuyler  Eldridge, Daniel  Friedman, and  others. 2017. ?Very low voltage (VLV) design.? In 2017 IEEE International Conference on Computer Design (ICCD), Pp. 601?604. Boston, MA, USA: IEEE.

Paul  Whatmough, Sae  Lee, Gu  Wei, and David  Brooks. 2017. ?Sub-uJ Deep Neural Networks for Embedded Applications.? In IEEE 51st Asilomar Conference on Signals, Systems, and Computers. Pacific Grove, CA, USA.

Simon  Chaput, David  Brooks, and Gu  Wei. 2017. ?An area-efficient 8-bit single-ended ADC with extended input voltage range.? IEEE Transactions on Circuits and Systems II: Express Briefs, 65, 11, Pp. 1549?1553.

Brandon  Reagen, Yakun  Shao, Sam  Xi, Gu  Wei, and David  Brooks. 2017. ?Methods and infrastructure in the era of accelerator-centric architectures.? In 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS), Pp. 902?905. Boston, MA, USA: IEEE.

Brandon  Reagen, Robert  Adolf, Paul  Whatmough,  Gu-Wei, and David  Brooks. 2017. Deep Learning for Computer Architects. Morgan & Claypool Publishers.

Paul  Whatmough, Sae  Lee, Niamh  Mulholland, Patrick  Hansen, Sreela  Kodali, and David  Brooks. 2017. ?DNN ENGINE: A 16nm Sub-uJ Deep Neural Network Inference Accelerator for the Embedded Masses.? In Hot Chips 29: A Symposium on High Performance Chips.

Brandon  Reagen, Jose  Hernandez-Lobato, Robert  Adolf, Michael  Gelbart, Paul  Whatmough, Gu  Wei, and David  Brooks. 2017. ?A Case for Efficient Accelerator Design Space Exploration via Bayesian Optimization.? In International Symposium on Low Power Electronics and Design. Taipei, Taiwan.

An  Zou, Jingwen  Leng, Yazhou  Zu, Tao  Tong, Vijay  Reddi, David  Brooks, Gu  Wei, and Xuan  Zhang. 2017. ?Ivory: Early-stage design space exploration tool for integrated voltage regulators.? In Proceedings of the 54th Annual Design Automation Conference 2017, Pp. 1?6. Austin, TX.

Xuan  Zhang, Mario  Lok, Tao  Tong, Sae  Lee, Brandon  Reagen, Pierre.  Duhamel, Robert  Wood, David  Brooks, and Gu  Wei. 2017. ?A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle.? IEEE Journal of Solid-State Circuits, 52, 9, Pp. 2374 - 2387.

Rafael  Garibotti, Brandon  Reagen, Yakun  Shao, Gu  Wei, and David  Brooks. 2017. ?Using dynamic dependence analysis to improve the quality of high-level synthesis designs.? In 2017 IEEE International Symposium on Circuits and Systems (ISCAS), Pp. 1?4. Baltimore, MD, USA: IEEE.

Sae Kyu  Lee, Tao  Tong, Xuan  Zhang, David  Brooks, and Gu  Wei. 2017. ?A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC?DC Converter.? IEEE Transactions on VLSI, 25, 4, Pp. 1271-1284.

Svilen  Kanev, Sam  Xi, Gu  Wei, and David  Brooks. 2017. ?Mallacc: Accelerating Memory Allocation.? In International Symposium on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2nd ed., 5: Pp. 33-45.

Yuhao  Zhu and Vijay  Reddi. 2017. ?Cognitive computing safety: The new horizon for reliability.? IEEE Micro, 37, Pp. 15?21.

Paul  Whatmough, Sae  Lee, Hyunkwang  Lee, Saketh  Rama, David  Brooks, and Gu  Wei. 2017. ?A 28nm SoC with a 1.2GHz 568nJ/Prediction Sparse Deep-Neural-Network Engine with >0.1 Timing Error Rate Tolerance for IoT Applications.? In International Solid-State Circuits Conference. San Francisco, CA, USA.

Whatmough  N, Sae  Lee, Hyunkwang  Lee, Saketh  Rama, David  Brooks, and Gu  Wei. 2017. ?14.3 A 28nm SoC with a 1.2 GHz 568nJ/prediction sparse deep-neural-network engine with> 0.1 timing error rate tolerance for IoT applications.? In 2017 IEEE International Solid-State Circuits Conference (ISSCC), Pp. 242?243. IEEE.

Simon  Chaput, David  Brooks, and Gu  Wei. 2017. ?21.5 A 3-to-5V input 100V pp output 57.7 mW 0.42% THD+ N highly integrated piezoelectric actuator driver.? In 2017 IEEE International Solid-State Circuits Conference (ISSCC), Pp. 360?361. San Francisco, CA, USA: IEEE.

Robert  Adolf, Saketh  Rama, Brandon  Reagen, Gu  Wei, and David  Brooks. 2017. ?The Design and Evolution of Deep Learning Workloads.? IEEE MICRO, 37, 1, Pp. 18?21.

Gu  Wei and David  Brooks. 2017. ?An SoC Platform Architecture for Mini Autonomous Drones.? National Science Foundation Award Abstract # 1551044.

Yakun  Shao, Sam  Xi, Vijayalakshmi  Srinivasan, Gu  Wei, and David  Brooks. 2016. ?Co-Designing Accelerators and SoC Interfaces using gem5-Aladdin.? In International Symposium on Microarchitecture (MICRO). Taipei, Taiwan.

Robert  Adolf, Saketh  Rama, Brandon  Reagen, Gu  Wei, and David  Brooks. 2016. ?Fathom: Reference Workloads for Modern Deep Learning Methods.? In IEEE International Symposium on Workload Characterization.

Tao  Tong, Sae  Lee, Xuan  Zhang, David  Brooks, and Gu  Wei. 2016. ?A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications.? IEEE Journal of Solid-State Circuits, 51, 9, Pp. 2142?2152.

Brandon  Reagen, Paul  Whatmough, Robert  Adolf, Saketh  Rama, Hyunkwang  Lee, Sae Kyu  Lee, José  Hernández-Lobato, Gu  Wei, and David  Brooks. 2016. ?Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators.? In International Symposium on Computer Architecture (ISCA). Seoul, Korea (South).

Jafferis  T, Mario  Lok, Winey  Nastasia, Gu  Wei, and Wood  J. 2016. ?Multilayer laminated piezoelectric bending actuators: design and manufacturing for optimum power density and efficiency.? Smart Materials and Structures, 25, 5, Pp. 055033.

Michael  Karpelson, Wood  J, and Gu  Wei. 2016. ?System and method for efficient drive of capacitive actuators with voltage amplification?.

José  Lobato, Michael A Gelbart, Brandon  Reagen, Robert  Adolf, Daniel  Hernández-Lobato, Paul N Whatmough, David  Brooks, Gu-Yeon  Wei, and Ryan P Adams. 2016. ?Designing neural network hardware accelerators with decoupled objective evaluations.? In NIPS workshop on Bayesian Optimization, Pp. 10.

Gu  Wei, David  Brooks, Simone  Campanoni, Kevin  Brownell, and Svilen  Kanev. 2016. ?Methods and apparatus for parallel processing?.

Brandon  Reagen, Robert  Adolf, Gu  Wei, and David  Brooks. 2015. ?The MachSuite Benchmark.? In Boston Area Architecture Workshop (BARC). Raleigh, NC, USA.

Mario  Lok, Xuan  Zhang, Elizabeth  Helblinh, Robert  Wood, David  Brooks, and Gu  Wei. 2015. ?A Power Electronics Unit to Drive Piezoelectric Actuators for Flying Microrobots.? In IEEE Custom Integrated Circuits Conference (CICC).

Hayun  Chung, Toprak  Deniz, Alexander  Rylyakov, John  Bulzacchelli, Daniel  Friedman, and Gu  Wei. 2015. ?A 7.5 GS/s flash ADC and a 10.24 GS/s time-interleaved ADC for backplane receivers in 65 nm CMOS.? Analog Integrated Circuits and Signal Processing, 85, 2, Pp. 299?310.

Paul  Whatmough, George  Smart, Shidhartha  Das, Yiannis  Andreopoulos, and David  Bull. 2015. ?A 0.6V All-Digital Body-Coupled Wakeup Transceiver for IoT Applications.? In IEEE Symposium on VLSI Circuits (VLSIC). Kyoto, Japan.

Xuan  Zhang, Mario  Lok, Tao  Tong, Simon  Chaput, Sae  Lee, Brandon  Reagen, Hyunkwang  Lee, David  Brooks, and Gu  Wei. 2015. ?A Multi-Chip System Optimized for Insect-Scale Flapping-Wing Robots.? In IEEE Symposium on VLSI Circuits (VLSIC).

Brandon  Reagen, Xaun  Zhang, David  Brooks, and Gu  Wei. 2015. ?From PDF to GDS: Designing the RoboBee SoC.? WARP 2015 6th Workshop on Architectural Research Prototyping (Co-Located with the 42nd International Symposium on Computer Architecture).

Svilen  Kanev, Juan  Darago, Kim  Hazelwood, Tipp  Moseley, Gu  Wei, and David  Brooks. 2015. ?Profiling a Warehouse-Scale Computer.? In International Symposium on Computer Architecture (ISCA).

Sae  Lee, Tao  Tong, Xuang  Zhang, David  Brooks, and Gu  Wei. 2015. ?A 16-Core Voltage-Stacked System with an Integrated Switched-Capacitor DC-DC Converter.? In IEEE Symposium on VLSI Circuits (VLSIC), 99: Pp. 1-14. Kyoto, Japan.

Yakun  Shao, Brandon  Reagen, Gu  Wei, and David  Brooks. 2015. ?The aladdin approach to accelerator design and modeling.? IEEE Micro, 35, 3, Pp. 58?70.

Simone  Campanoni, Glenn  Holloway, Gu  Wei, and David  Brooks. 2015. ?HELIX-UP: Relaxing Program Semantics to Unleash Parallelization.? In International Symposium on Code Generation and Optimization (CGO), Pp. 235?245. San Francisco, CA, USA.

Sam  Xi, Hans  Jacobson, Pradip  Bose, Gu  Wei, and David  Brooks. 2015. ?Quantifying Sources of Error in McPAT and Potential Impacts on Architectural Studies.? In International Symposium on High Performance Computer Architecture (HPCA).

Vijay  Reddi, Meeta  Gupta, Glenn  Holloway, Gu  Wei, Michael  Smith, and David  Brooks. 2015. ?Adaptive event-guided system and method for avoiding voltage emergencies?.

Brandon  Reagen, Gu  Wei, and David  Brooks. 2015. ?How Hardware Accelerators Trade-Off Pipelining and Parallelism to Maximize Efficiency.? In Boston Area Architecture Workshop (BARC).

Yakun  Shao, Sam  Xi, Viji  Srinivasan, Gu  Wei, and David  Brooks. 2015. ?Toward Cache-Friendly Hardware Accelerators.? In HPCA Sensors and Cloud Architectures Workshop (SCAW).

Khalid  Al-Hawaj, Simone  Campanoni, Gu  Wei, and David  Brooks. 2015. ?Unified Cache: A Case for Low-Latency Communication.? In 3rd International Workshop on Parallelism in Mobile Platforms (PRISM). Portland, OR, USA.

Brandon  Reagen, Robert  Adolf, Sophia  Shao, Gu  Wei, and David  Brooks. 2014. ?MachSuite: Benchmarks for Accelerator Design and Customized Architectures.? In IEEE International Symposium on Workload Characterization (IISWC).

Svilen  Kanev, Kim  Hazelwood, Gu  Wei, and David  Brooks. 2014. ?Tradeoffs between Power Management and Tail Latency in Warehouse-Scale Applications.? In International Symposium on Workload Characterization (IISWC), Pp. 31-40. IEEE.

Svilen  Kanev, Kim  Hazelwood, Gu  Wei, and David  Brooks. 2014. ?Tradeoffs between power management and tail latency in warehouse-scale applications.? In 2014 IEEE International Symposium on Workload Characterization (IISWC), Pp. 31?40. IEEE.

Michael  Lyons, Gu  Wei, and David  Brooks. 2014. ?Multi-accelerator system development with the shrinkfit acceleration framework.? In 2014 IEEE 32nd International Conference on Computer Design (ICCD), Pp. 75?82. IEEE.

Michael  Lyons, Gu  Wei, and David  Brooks. 2014. ?Multi-accelerator system development with the ShrinkFit acceleration framework.? In International Conference on Computer Design. Seoul, Korea (South).

Yakun  Shao, Brandon  Reagen, Gu  Wei, and David  Brooks. 2014. ?Aladdin: A Pre-RTL, Power-Performance Accelerator Simulator Enabling Large Design Space Exploration of Customized Architectures.? In International Symposium on Computer Architecture (ISCA).

Simone  Campanoni, Kevin  Brownell, Svilen  Kanev, Timothy  Jones, Gu  Wei, and David  Brooks. 2014. ?HELIX-RC: An Architecture-Compiler Co-Design for Automatic Parallelization of Irregular Programs.? In International Symposium on Computer Architecture (ISCA), 3rd ed., 42: Pp. 217?228.

Lin  Shiung and Gu  Wei. 2014. ?Voltage regulator integrated with semiconductor chip.? United States of America US8749021B2 (U.S Patent).

Pradip  Bose, David  Brooks, Subhasish  Mitra, Karthick  Rajamani, Mircea  Stan, Kevin  Skadron, and Gu  Wei. 2014. ?Cross-Layer Modeling Framework for Energy-Efficient Resilience?.

Xuan  Zhang, Tao  Tong, David  Brooks, and Gu  Wei. 2014. ?Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip.? In IEEE Transactions on Circuits and Systems (TCAS). Vol.  PP.

Simone  Campanoni, Svilen  Kanev, Kevin  Brownell, Gu  Wei, and David  Brooks. 2014. ?Breaking Cyclic-Multithreading Parallelization with XML Parsing.? In International Workshop on Parallelism in Mobile Platforms (PRISM).

Xuan  Zhang, David  Brooks, and Gu  Wei. 2013. ?A 20uW 10MHz Relaxation Oscillator with Adaptive Bias and Fast Self-Calibration in 40nm CMOS for Micro-Aerial Robotics Application.? In IEEE Asian Solid-State Circuits Conference (ASSCC).

Tao  Tong, Xuan  Zhang, Wonyoung  Kim, David  Brooks, and Gu  Wei. 2013. ?A Fully Integrated Battery-Connected Switched-Capacitor 4:1 Voltage Regulator with 70% Peak Efficiency Using Bottom-Plate Charge Recycling.? In IEEE Custom Integrated Circuits Conference (CICC).

Xuan  Zhang, Tao  Tong, David  Brooks, and Gu  Wei. 2013. ?Supply-Noise Resilient Adaptive Clocking for Battery-Powered Aerial Microrobotic System-on-Chip in 40nm CMOS.? In IEEE Custom Integrated Circuits Conference (CICC).

Mario  Lok, David  Brooks, Robert  Wood, and Gu  Wei. 2013. ?Design and analysis of an integrated driver for piezoelectric actuators.? In IEEE Energy Conversion Congress and Exposition.

Xuan  Zhang, Tao  Tong, Svilen  Kanev, Sae  Lee, Gu  Wei, and David  Brooks. 2013. ?Characterizing and Evaluating Voltage Noise in Multi-Core Near-Threshold Processors.? In International Symposium on Low Power Electronics and Design (ISLPED).

Yakun  Shao and David  Brooks. 2013. ?Energy Characterization and Instruction-Level Energy Model of Intel's Xeon Phi Processor.? In International Symposium on Low Power Electronics and Design (ISLPED).

Brandon  Reagen, Yakun  Shao, Gu  Wei, and David  Brooks. 2013. ?Quantifying Acceleration: Power/Performance Trade-Offs of Application Kernels in Hardware.? In International Symposium on Low Power Electronics and Design (ISLPED).

Hayun  Chung and Gu  Wei. 2013. ?ADC-based backplane receiver design-space exploration.? IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 22, 7, Pp. 1539?1547.

Yakun  Shao and David  Brooks. 2013. ?ISA-Independent Workload Characterization and its Implications for Specialized Architectures.? In International Symposium on Performance Analysis of Systems and Software (ISPASS).

Robert  Wood, Nagpal  Radhika, and Gu  Wei. 2013. ?Flight of the robobees.? Scientific American, 308, 3, Pp. 60?65.

Svilen  Kanev, Timothy  Jones, Gu  Wei, David  Brooks, and Vijay  Reddi. 2013. ?Measuring code optimization impact on voltage noise?.

Svilen  Kanev, Timothy  Jones, Gu  Wei, David  Brooks, and Vijay  Reddi. 2013. ?Measuring code optimization impact on voltage noise.? Workshop in Silicon Errors ? System Effects (SELSE).

Sae  Lee, David  Brooks, and Gu  Wei. 2012. ?Evaluation of voltage stacking for near-threshold multicore computing.? In ISLPED '12: Proceedings of the 2012 ACM/IEEE international symposium on Low power electronics and design, Pp. 373?378https.

Svilen  Kanev, Gu  Wei, and David  Brooks. 2012. ?XIOSim: power-performance modeling of mobile x86 cores.? In International symposium on Low power Electronics and Design (ISLPED). ACM.

Simone  Campanoni, Timothy  Jones, Glenn  Holloway, Gu  Wei, and David  Brooks. 2012. ?HELIX: Making the extraction of thread-level parallelism mainstream.? IEEE Micro, 32, 4, Pp. 8?18.

Simone  Campanoni, Timothy  Jones, Glenn  Holloway, Gu  Wei, and David  Brooks. 2012. ?Making the Extraction of Thread-Level Parallelism Mainstream.? IEEE Micro.

Simone  Campanoni, Timothy  Jones, Glenn  Holloway, Gu  Wei, and David  Brooks. 2012. ?The HELIX project: overview and directions.? In Design Automation Conference (DAC). San Francisco, CA, USA: ACM.

Michael  Karpelson, Gu  Wei, and J Wood. 2012. ?Driving high voltage piezoelectric actuators in microrobotic applications.? Sensors and actuators A: Physical, 176, Pp. 78?89.

Simone  Campanoni, Timothy  Jones, Glenn  Holloway, Vijay  Reddi, Gu  Wei, and David  Brooks. 2012. ?HELIX: Automatic parallelization of irregular programs for chip multiprocessing.? In International Symposium on Code Generation and Optimization (CGO). ACM.

H Chung and Gu  Wei. 2012. ?Simulated-annealing-based adaptive equaliser for on-die variation compensation.? Electronics letters, 48, 1, Pp. 18?19.

Michael  Lyons, Mark  Hempstead, Gu  Wei, and David  Brooks. 2012. ?The accelerator store: A shared memory framework for accelerator-based systems.? ACM Transactions on Architecture. and Code Optimization, 8, 4, Pp. 1-22.

Michael  Lyons, Mark  Hempstead, Gu  Wei, and David  Brooks. 2012. ?The Accelerator Store: a shared memory framework for accelerator-based systems.? Transactions on Architecture and Code Optimization (TACO).

Amanda  Tseng and David  Brooks. 2012. ?Analytical Latency-Throughput Model of Future Power Constrained Multicore Processors.? In Workshop on Energy Efficient Design, ISCA, 600: Pp. 800.

Wonyoung  Kim, David  Brooks, and Gu  Wei. 2012. ?A fully-integrated 3-level DC-DC converter for nanosecond-scale DVFS.? Solid-State Circuits, IEEE Journal of, 47, 1, Pp. 206?219.

Michael  Lyons, Gu  Wei, and David  Brooks. 2012. ?Shrink-Fit: A Framework for Flexible Accelerator Sizing.? IEEE Computer Architecture Letters, 12, 1, Pp. 17 - 20.

Javier  Lira, Carlos  Molina, David  Brooks, and Antonio  Gonzalez. 2011. ?Implementing a hybrid SRAM/eDRAM NUCA architecture.? In High Performance Computing (HiPC), 2011 18th International Conference on, Pp. 1?10. Bengaluru, India: IEEE.

Vijay  Reddi and David  Brooks. 2011. ?Resilient Architectures via Collaborative Design: Maximizing Commodity Processor Performance in the Presence of Variations.? Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on, 30, 10, Pp. 1429?1445.

Pierre  Duhamel, Judson  Porter, Benjamin  Finio, Geoffrey  Barrows, David  Brooks, Gu  Wei, and Robert  Wood. 2011. ?Hardware in the loop for optical flow sensing in a robotic bee.? In Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on, Pp. 1099?1106. San Francisco, CA, USA: IEEE.

Ankur  Agrawal, Kumar  Hanumolu, and Gu  Wei. 2011. ?Area efficient phase calibration of a 1.6 GHz multiphase DLL.? In 2011 IEEE Custom Integrated Circuits Conference (CICC), Pp. 1?4. IEEE.

David  Brooks. 2011. ?CPUs, GPUs, and Hybrid Computing.? IEEE Micro, Pp. 4?6.

Hayun  Chung and Gu  Wei. 2011. ?Design considerations for ADC-based backplane receivers.? In 2011 IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS), Pp. 1?4. IEEE.

Mark  Hempstead, David  Brooks, and Gu  Wei. 2011. ?An Accelerator-Based Wireless Sensor Network Processor in 130 nm CMOS.? Emerging and Selected Topics in Circuits and Systems, IEEE Journal on, 1, 2, Pp. 193?202.

Michael  Karpelson, Robert J Wood, and Gu  Wei. 2011. ?Low power control IC for efficient high-voltage piezoelectric driving in a flying robotic insect.? In 2011 Symposium on VLSI Circuits-Digest of Technical Papers, Pp. 178?179. IEEE.

Peter  Bailis, Vijay  Reddi, Sanjay  Gandhi, David  Brooks, and Margo  Seltzer. 2011. ?Dimetrodon: processor-level preventive thermal management via idle cycle injection.? In Design Automation Conference (DAC), 2011 48th ACM/EDAC/IEEE, Pp. 89?94. San Diego, CA, USA: IEEE.

Michael  Karpelson, Whitney  P, Gu  Wei, and Wood  J. 2011. ?Design and fabrication of ultralight high-voltage power circuits for flapping-wing robotic insects.? In 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC), Pp. 2070?2077. IEEE.

Kevin  Brownell, Ali  Khan, Gu  Wei, and David  Brooks. 2011. ?Automating design of voltage interpolation to address process variations.? Very Large Scale Integration (VLSI) Systems, IEEE Transactions on, 99, Pp. 1?14.

Wonyoung  Kim, David  Brooks, and Gu  Wei. 2011. ?A fully-integrated 3-level DC/DC converter for nanosecond-scale DVS with fast shunt regulation.? In IEEE International Solid-State Circuits Conference Digest of Technical Papers (ISSCC), Pp. 268?270. IEEE.

Krishna  Rangan, Michael  Powell, Gu  Wei, and David  Brooks. 2011. ?Achieving uniform performance and maximizing throughput in the presence of heterogeneity.? In High Performance Computer Architecture (HPCA), 2011 IEEE 17th International Symposium on, Pp. 3?14. IEEE.

David  Brooks. 2011. ?The alarms project: a hardware/software approach to addressing parameter variations.? In Design Automation Conference (ASP-DAC), 2011 16th Asia and South Pacific, Pp. 291?291. IEEE.

Vijay  Reddi, Svilen  Kanev, Wonyoung  Kim, Simone  Campanoni, Michael  Smith, Gu  Wei, and David  Brooks. 2011. ?Voltage Noise in Production Processors.? IEEE Micro, 31, 1.

Vijay  Reddi, Svilen  Kanev, Wonyoung  Kim, Simone  Campanoni, Michael  Smith, Gu  Wei, and David  Brooks. 2010. ?Voltage smoothing: Characterizing and mitigating voltage noise in production processors via software-guided thread scheduling.? In 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture. IEEE.

Karpelson  Michael, Whitney  P, Gu  Wei, and Wood  J. 2010. ?Energetics of flapping-wing robotic insects: towards autonomous hovering flight.? In 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, Pp. 1630?1637. IEEE.

Benjamin  Lee and David  Brooks. 2010. ?Applied inference: Case studies in microarchitectural design.? ACM Transactions on Architecture and Code Optimization (TACO), 7, 2, Pp. 8.

Vijay  Reddi, Simone  Campanoni, Meeta  Gupta, Michael  Smith, Gu  Wei, David  Brooks, and Kim  Hazelwood. 2010. ?Eliminating voltage emergencies via software-guided code transformations.? ACM Transactions on Architecture and Code Optimization (TACO), 7, 2, Pp. 1-28.

Benton  Calhoun and David  Brooks. 2010. ?Can Subthreshold and Near-Threshold Circuits Go Mainstream?? Micro, IEEE, 30, 4, Pp. 80?85.

Yakun Sophia  Shao, Judson  Porter, Michael  Lyons, Gu-Yeon  Wei, and David  Brooks. 2010. ?Power, Performance and Portability: System Design Considerations for Micro Air Vehicle Applications.? Sixth International Summer School on Advanced Computer Architecture and Compilation for Embedded Systems (ACACES).

Xiaoyao  Liang, David  Brooks, and Gu  Wei. 2010. ?Process variation tolerant circuit with voltage interpolation and variable latency.? United States of America.

Michael  Lyons, Mark  Hempstead, Gu  Wei, and David  Brooks. 2010. ?The Accelerator Store framework for high-performance, low-power accelerator-based systems.? IEEE Computer Architecture Letters, 9, 2, Pp. 53-56.

Vijay  Reddi, Meeta  Gupta, Glenn  Holloway, Michael  Smith, Gu  Wei, and David  Brooks. 2010. ?Predicting voltage droops using recurring program and microarchitectural event activity.? IEEE Micro, 30, 1.

Meeta  Gupta, Jude  Rivers, Pradip  Bose, Gu  Wei, and David  Brooks. 2009. ?Tribeca: design for PVT variations with local recovery and fine-grained adaptation.? In 2009 42nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), Pp. 435?446. New York, NY, USA: IEEE.

Kristen  Lovin, Benjamin  Lee, Xiaoyao  Liang, David  Brooks, and Gu  Wei. 2009. ?Empirical performance models for 3T1D memories.? In ICCD'09: Proceedings of the 2009 IEEE international conference on Computer design, Pp. 398?403. IEEE.

Chung  Hayun and Gu  Wei. 2009. ?Design-space exploration of backplane receivers with high-speed ADCs and digital equalization.? In 2009 IEEE Custom Integrated Circuits Conference, Pp. 555?558. IEEE.

Ankur  Agrawal, Andrew  Liu, Pavan Kumar  Hanumolu, and Gu-Yeon  Wei. 2009. ?An 8$, times, $5 Gb/s Parallel Receiver With Collaborative Timing Recovery.? IEEE Journal of Solid-State Circuits, 44, 11, Pp. 3120?3130.

Michael  Lyons and David  Brooks. 2009. ?The design of a bloom filter hardware accelerator for ultra low power systems.? In ISLPED '09: Proceedings of the 2009 ACM/IEEE international symposium on Low power electronics and design (ISLPED), Pp. 371?376https. ACM.

Vijay  Reddi, Meeta  Gupta, Michael  Smith, Gu  Wei, David  Brooks, and Simone  Campanoni. 2009. ?Software-assisted hardware reliability: abstracting circuit-level challenges to the software stack.? In 2009 46th ACM/IEEE Design Automation Conference, Pp. 788?793. San Francisco, CA: IEEE.

Vijay  Reddi, Meeta  Gupta, Michael  Smith, Gu  Wei, David  Brooks, and Simone  Campanoni. 2009. ?Software-assisted hardware reliability: abstracting circuit-level challenges to the software stack.? In Proceedings of the 46th Annual Design Automation Conference, Pp. 788?793. San Francisco, CA.

Hayun  Chung, Alexander  Rylyakov, Toprak  Deniz, John  Bulzacchelli, Gu  Wei, and Friedman  Daniel. 2009. ?A 7.5-GS/s 3.8-ENOB 52-mW flash ADC with clock duty cycle control in 65nm CMOS.? In 2009 Symposium on VLSI Circuits, Pp. 268?269. Kyoto, Japan: IEEE.

Krishna  Rangan, Gu  Wei, and David  Brooks. 2009. ?Thread motion: fine-grained power management for multi-core systems.? In ACM SIGARCH Computer Architecture News, 3rd ed., 37: Pp. 302?313. ACM.

Michael  Karpelson, Gu  Wei, and Wood  J. 2009. ?Milligram-scale high-voltage power electronics for piezoelectric microrobots.? In 2009 IEEE international conference on robotics and automation, Pp. 2217?2224. IEEE.

Meeta  Gupta, Vijay  Reddi, Glenn  Holloway, Gu  Wei, and David  Brooks. 2009. ?An event-guided approach to reducing voltage noise in processors.? In Design, Automation &amp; Test in Europe Conference &amp; Exhibition, 2009. DATE'09., Pp. 160?165. Nice, France: IEEE.

Kevin  Brownell, Ali  Khan, David  Brooks, and Gu  Wei. 2009. ?Place and route considerations for voltage interpolated designs.? In Quality of Electronic Design, 2009. ISQED 2009. Quality Electronic Design, Pp. 594?600. IEEE.

Lukasz  Strozek and David  Brooks. 2009. ?Energy-and area-efficient architectures through application clustering and architectural heterogeneity.? ACM Transactions on Architecture and Code Optimization (TACO), 6, 1, Pp. 4.

Vijay  Reddi, Meeta  Gupta, Glenn  Holloway, Gu  Wei, Michael  Smith, and David  Brooks. 2009. ?Voltage emergency prediction: Using signatures to reduce operating margins.? In 2009 IEEE 15th International Symposium on High Performance Computer Architecture, Pp. 18?29. Raleigh, NC, USA: IEEE.

Vijay  Reddi, Meeta  Gupta, Glenn  Holloway, Michael  Smith, Gu-Yeon  Wei, and David  Brooks. 2009. ?Voltage emergency prediction: Using Signatures to Reduce Operating Margins.? In 2009 IEEE 15th International Symposium on High Performance Computer Architecture.

Vijay  Reddi, Meeta  Gupta, Krishna  Rangan, Simone  Campanoni, Glenn  Holloway, Michael  Smith, Gu  Wei, and David  Brooks. 2009. ?Voltage noise: Why it?s bad, and what to do about it.? 5th IEEE Workshop on Silicon Errors in Logic-System Effects (SELSE), Palo Alto, CA.

Xiaoyao  Liang, Benjamin  Lee, Gu  Wei, and David  Brooks. 2009. ?Design and test strategies for microarchitectural post-fabrication tuning.? In Computer Design, 2009. ICCD 2009. IEEE International Conference on, Pp. 84?90. IEEE.

Lukasz  Strozek and David  Brooks. 2009. ?Efficient architectures through application clustering and heterogeneity.? In CASES '06: Proceedings of the 2006 international conference on Compilers, architecture and synthesis for embedded systems, Pp. 190?200. Citeseer.

Mark  Hempstead, Gu  Wei, and David  Brooks. 2009. ?Navigo: An early-stage model to study power-contrained architectures and specialization.?  Workshop on Modeling, Benchmarking, and Simulation.

Benjamin  Lee, Jamison  Collins, Hong  Wang, and David  Brooks. 2008. ?CPR: Composable performance regression for scalable multiprocessor models.? In 2008 41st IEEE/ACM International Symposium on Microarchitecture, Pp. 270?281. IEEE.

Benjamin  Lee and David  Brooks. 2008. ?Roughness of microarchitectural design topologies and its implications for optimization.? In 2008 IEEE 14th International Symposium on High Performance Computer Architecture, Pp. 240?251. IEEE.

Chung  Hayun, Liu  Andrew, and Gu  Wei. 2008. ?A 12.5-Gbps, 7-bit transmit DAC with 4-tap LUT-based equalization in 0.13 $?$m CMOS.? In 2008 IEEE Custom Integrated Circuits Conference, Pp. 563?566. IEEE.

Ankur  Agrawal, Pavan Kumar  Hanumolu, and Gu-Yeon  Wei. 2008. ?A 8 x 5 Gb/s source-synchronous receiver with clock generator phase error correction.? In 2008 IEEE Custom Integrated Circuits Conference, Pp. 459?462. IEEE.

Ruwan  Ratnayake, Aleksandar  Kavcic, and Gu  Wei. 2008. ?A high-throughput maximum a posteriori probability detector.? IEEE Journal of solid-state circuits, 43, 8, Pp. 1846?1858.

Xuning  Chen, Gu  Wei, and Peh  Shiuan. 2008. ?Design of low-power short-distance opto-electronic transceiver front-ends with scalable supply voltages and frequencies.? In Proceedings of the 2008 international symposium on Low Power Electronics & Design, Pp. 277?282.

Gu  Wei, David  Brooks, Ali  Khan, and Xiaoyao  Liang. 2008. ?Instruction-driven clock scheduling with glitch mitigation.? In Proceeding of the 13th international symposium on Low power electronics and design (ISLPED '08), Pp. 357?362. ACM.

Xiaoyao  Liang, Gu  Wei, and David  Brooks. 2008. ?Revival: A variation-tolerant architecture using voltage interpolation and variable latency.? In Computer Architecture, 2008. ISCA'08. 35th International Symposium on, Pp. 191?202. IEEE.

Michael  Karpelson, Gu  Wei, and Wood  J. 2008. ?A review of actuation and power electronics options for flapping-wing robotic insects.? In 2008 IEEE international conference on robotics and automation, Pp. 779?786. IEEE.

Mark  Hempstead, Gu  Wei, and David  Brooks. 2008. ?System design considerations for sensor network applications.? In 2008 IEEE International Symposium on Circuits and Systems (ISCAS), Pp. 2566?2569. Seattle, WA: IEEE.

Helal  M, Z Straayer, Gu  Wei, and Perroth  H. 2008. ?A highly digital MDLL-based clock multiplier that leverages a self-scrambling time-to-digital converter to achieve subpicosecond jitter performance.? IEEE Journal of Solid-State Circuits, 43, 4, Pp. 855?863.

Simone  Campanoni, Giovanni  Agosta, and Stefano  Reghizzi. 2008. ?A parallel dynamic compiler for CIL bytecode.? In ACM Sigplan Notices, 4th ed., 43: Pp. 11-20. ACM.

Mark  Hempstead, Michael  Lyons, David  Brooks, and Gu  Wei. 2008. ?Survey of hardware systems for wireless sensor networks.? Journal of Low Power Electronics, 4, 1, Pp. 11?20.

Benjamin  Lee and David  Brooks. 2008. ?Efficiency trends and limits from comprehensive microarchitectural adaptivity.? In ACM SIGARCH Computer Architecture News, 3rd ed., 43: Pp. 36?47. ACM.

Kevin  Brownell, Gu  Wei, and David  Brooks. 2008. ?Evaluation of voltage interpolation to address process variations.? In Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design, Pp. 529?536. IEEE Press.

Meeta  Gupta, Krishna  Rangan, Michael  Smith, Gu  Wei, and David  Brooks. 2008. ?DeCoR: A delayed commit and rollback mechanism for handling inductive noise in processors.? In 2008 IEEE 14th International Symposium on High Performance Computer Architecture, Pp. 381?392. IEEE.

Wonyoung  Kim, Meeta  Gupta, Gu  Wei, and David  Brooks. 2008. ?System level analysis of fast, per-core DVFS using on-chip switching regulators.? In 2008 IEEE 14th International Symposium on High Performance Computer Architecture, Pp. 123?134. Salt Lake City, UT, USA: Ieee.

Xiaoyao  Liang, David  Brooks, and Gu  Wei. 2008. ?A process-variation-tolerant floating-point unit with voltage interpolation and variable latency.? In 2008 IEEE International Solid-State Circuits Conference - Digest of Technical Papers, Pp. 404?623. San Francisco, CA, USA: IEEE.

Hanumolu  Kumar, Kratyuk  Volodymyr, Gu  Wei, and Moon  Un-Ku. 2008. ?A sub-picosecond resolution 0.5?1.5 GHz digital-to-phase converter.? IEEE Journal of Solid-State Circuits, 43, 2, Pp. 414?424.

Hanumolu  Kumar, Gu  Wei, and Moon  Ku. 2008. ?A wide-tracking range clock and data recovery circuit.? IEEE Journal of Solid-State Circuits, 43, 2, Pp. 425?439.

Xiaoyao  Liang, Ramon  Canal, Gu  Wei, and David  Brooks. 2008. ?Replacing 6t srams with 3t1d drams in the l1 data cache to combat process variability.? Micro, IEEE, 28, 1, Pp. 60?68.

Michael  Lyons and David  Brooks. 2008. ?Application-Specific Hardware Design for Wireless Sensor Network Energy and Delay Reduction.? Workshop on Optimizations for DSP and Embedded Systems (ODES).

Xiaoyao  Liang, Benjamin  Lee, Gu  Wei, and David  Brooks. 2008. ?Design and Test Strategies for Microarchitectural PostFabrication?.

Ratnayake  NS, Haratsch  F, and Gu  Wei. 2007. ?A Bit-Node Centric Architecture for Low-Density Parity-Check Decoders.? In IEEE GLOBECOM 2007-IEEE Global Telecommunications Conference, Pp. 265?270. IEEE.

Xiaoyao  Liang, Ramon  Canal, Gu  Wei, and David  Brooks. 2007. ?Process variation tolerant 3T1D-based cache architectures.? In Proceedings of the 40th Annual IEEE/ACM International Symposium on Microarchitecture, Pp. 15?26. Chicago, IL, USA: IEEE Computer Society.

Xiaoyao  Liang, Ramon  Canal, Gu  Wei, and David  Brooks. 2007. ?Process Variation Tolerant Register Files Based On Dynamic Memories.? Workshop on Architectural Support for Gigascale Integration, held with Int?l Symposium on Computer Architecture (ISCA-34).

Xiaoyao  Liang, Ramon  Canal, Gu  Wei, and David  Brooks. 2007. ?Process variation tolerant register files based on dynamic memories.? In Workshop on Architectural Support for Gigascale Integration (ASGI-07) in conjunction with ISCA.

Xiaoyao  Liang, Kerem  Turgay, and David  Brooks. 2007. ?Architectural power models for SRAM and CAM structures based on hybrid analytical/empirical techniques.? In Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design, Pp. 824?830. IEEE Press.

Burnham  R, Gu  Wei, Yang  Ken, and Hindi  Haitham. 2007. ?A comprehensive phase-transfer model for delay-locked loops.? In 2007 IEEE Custom Integrated Circuits Conference, Pp. 627?630. IEEE.

Hanumolu  Kumar, Gu  Wei, Moon  Ku, and Kartikeya  Mayaram. 2007. ?Digitally-enhanced phase-locking circuits.? In 2007 IEEE Custom Integrated Circuits Conference, Pp. 361?368. IEEE.

Ratnayake  NS, F Haratsch, and Gu  Wei. 2007. ?Serial Sum-Product Architecture for Low-Density Parity-Check Codes.? In 2007 16th International Conference on Computer Communications and Networks, Pp. 154?158. IEEE.

Meeta  Gupta, Krishna  Rangan, Michael  Smith, Gu  Wei, and David  Brooks. 2007. ?Towards a software approach to mitigate voltage emergencies.? In Low Power Electronics and Design (ISLPED), 2007 ACM/IEEE International Symposium on, Pp. 123?128. IEEE.

Helal  M, Straayer  Z, Gu  Wei, and Perrott  H. 2007. ?A low jitter 1.6 GHz multiplying DLL utilizing a scrambling time-to-digital converter and digital correlation.? In 2007 IEEE Symposium on VLSI Circuits, Pp. 166?167. IEEE.

David  Brooks, Robert  Dick, Russ  Joseph, and Li  Shang. 2007. ?Power, thermal, and reliability modeling in nanometer-scale microprocessors.? Micro, IEEE, 27, 3, Pp. 49?62.

Benjamin  Lee and David  Brooks. 2007. ?Spatial Sampling and Regression Strategies.? Micro, IEEE, 27, 3, Pp. 74?93.

Meeta  Gupta, Jarod  Oatley, Russ  Joseph, Gu  Wei, and David  Brooks. 2007. ?Understanding voltage variations in chip multiprocessors using a distributed power-delivery network.? In Design, Automation &amp; Test in Europe Conference &amp; Exhibition, 2007. DATE'07, Pp. 1?6. Nice, France: IEEE.

Benjamin  Lee, David  Brooks, Bronis  Supinski, Martin  Schulz, Karan  Singh, and Sally  McKee. 2007. ?Methods of inference and learning for performance modeling of parallel applications.? In Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming, Pp. 249?258. ACM.

Benjamin  Lee and David  Brooks. 2007. ?Illustrative design space studies with microarchitectural regression models.? In High Performance Computer Architecture, 2007. HPCA 2007. IEEE 13th International Symposium on, Pp. 340?351. Phoenix, Arizona, USA: IEEE.

Wonyoung  Kim, Meeta  Gupta,  Gu-Wei, and David  Brooks. 2007. ?Enabling on-chip switching regulators for multi-core processors using current staggering.? Proceedings of the Work. on Architectural Support for Gigascale Integration.

Benjamin  Lee and David  Brooks. 2007. ?Statistical inference for efficient microarchitectural analysis.? SC '06: Proceedings of the 2006 ACM/IEEE conference on Supercomputing, Pp. 130?es.

Mark  Hempstead, Nikhil  Tripathi, Patrick  Mauro, Gu  Wei, and David  Brooks. 2007. ?Ultra low power system for sensor network applications.? 32nd International Symposium on Computer Architecture (ISCA'05).

Yingmin  Li, Benjamin  Lee, David  Brooks, Zhigang  Hu, and Kevin  Skadron. 2006. ?Impact of thermal constraints on multi-core architectures.? 10th Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronics Systems, San Diego.

Fang  Chi, Sharon  Kedar, Susan  Owen, Gu  Wei, David  Brooks, and Jonathan  Lees. 2006. ?System-on-chip architecture design for intelligent sensor networks.? In 2006 International Conference on Intelligent Information Hiding and Multimedia, Pp. 579?582. IEEE.

Xiaoyao  Liang and David  Brooks. 2006. ?Mitigating the impact of process variations on processor register files and execution units.? In Microarchitecture, 2006. MICRO-39. 39th Annual IEEE/ACM International Symposium on, Pp. 504?514. IEEE.

Benjamin  Lee and David  Brooks. 2006. ?Accurate and efficient regression modeling for microarchitectural performance and power prediction.? In ACM SIGOPS Operating Systems Review, 5th ed., 40: Pp. 185?194. ACM.

Xiaoyao  Liang and David  Brooks. 2006. ?Microarchitecture parameter selection to optimize system performance under process variation.? In Computer-Aided Design, 2006. ICCAD'06. IEEE/ACM International Conference on, Pp. 429?436. IEEE.

Lukasz  Strozek and David  Brooks. 2006. ?Efficient architectures through application clustering and architectural heterogeneity.? In Proceedings of the 2006 international conference on Compilers, architecture and synthesis for embedded systems, Pp. 190?200. ACM.

BC  Lee and David  Brooks. 2006. ?Wild and Crazy Ideas Session-Session 5-Estimation and Prediction of Power and Performance-Accurate and Efficient Regression Modeling for Microarchitectural Performance and Power Prediction.? SIGOPS Operating Systems Review, 40, 5, Pp. 185?194.

Mark  Hempstead, Gu  Wei, and David  Brooks. 2006. ?Architecture and circuit techniques for low-throughput, energy-constrained systems across technology generations.? In Proceedings of the 2006 international conference on Compilers, architecture and synthesis for embedded systems, Pp. 368?378. ACM.

Benjamin  Lee, David  Brooks, Bronis  Supinski, and Martin  Schulz. 2006. ?Regression Modeling Strategies for Parameter Space Exploration?.

Hanumolu  Kumar, Gyu  Kim, Gu  Wei, and Moon  Ku. 2006. ?A 1.6 Gbps digital clock and data recovery circuit.? In IEEE Custom Integrated Circuits Conference 2006, Pp. 603?606. IEEE.

 TanYuan and Gu  Wei. 2006. ?Adaptive-bandwidth mixing PLL/DLL based multi-phase clock generator for optimal jitter performance.? In IEEE Custom Integrated Circuits Conference 2006, Pp. 749?752. San Jose, CA, USA: IEEE.

 TanYuan and Gu  Wei. 2006. ?Phase mismatch detection and compensation for PLL/DLL based multi-phase clock generator.? In IEEE Custom Integrated Circuits Conference 2006, Pp. 417?420. San Jose, CA, USA: IEEE.

Howard  W, Gu  Wei, Dally  J, and Horowitz  Paul. 2006. ?Pulsenet-A Parallel Flash Sampler and Digital Processor IC for Optical SETI.? In IEEE Custom Integrated Circuits Conference 2006, Pp. 261?264. IEEE.

B Lee and David  Brooks. 2006. ?Statistically rigorous regression modeling for the microprocessor design space.? ISCA-33: Workshop on Modeling, Benchmarking, and Simulation.

Hanumolu  P, Wei  Y, and U-K Moon. 2006. ?A wide tracking range 0.2-4Gbps clock and data recovery circuit.? In 2006 Symposium on VLSI Circuits, 2006. Digest of Technical Papers., Pp. 71?72. IEEE.

Yingmin  Li, Benjamin  Lee, David  Brooks, Zhigang  Hu, and Kevin  Skadron. 2006. ?CMP design space exploration subject to physical constraints.? In High-Performance Computer Architecture, 2006. The Twelfth International Symposium on, Pp. 17?28. Austin, TX, USA: IEEE.

Qiang  Wu, Margaret  Martonosi, Douglas  Clark, Vijay  Reddi, Dan  Connors, Youfeng  Wu, Jin  Lee, and David  Brooks. 2006. ?Dynamic-compiler-driven control for microprocessor energy and performance.? Micro, IEEE, 26, 1, Pp. 119?129.

Xiaoyao  Liang and David  Brooks. 2006. ?Latency adaptation for multiported register files to mitigate the impact of process variations.? Workshop on Architectural Support for Gigascale Integration (ASGI-06, held in conjuction with ISCA-33).

Yingmin  Li, Kevin  Skadron, Benjamin  Lee, and David  Brooks. 2006. ?Quantifying Latency and Throughput Compromises in CMP Design?.

Benjamin  Lee and David  Brooks. 2006. ?Regression modeling strategies for microarchitectural performance and power prediction.? Proceedings of the 2006 ASPLOS Conference, Pp. 185?194.

Benjamin  Lee and David  Brooks. 2006. ?Statistical inference?.

Qiang  Wu, Margaret  Martonosi, Douglas  Clark, Vijay  Reddi, Dan  Connors, Youfeng  Wu, Jin  Lee, and David  Brooks. 2005. ?A dynamic compilation framework for controlling microprocessor energy and performance.? In Proceedings of the 38th annual IEEE/ACM International Symposium on Microarchitecture, Pp. 271?282. Barcelona: IEEE Computer Society.

Yingmin  Li, Mark  Hempstead, Patrick  Mauro, David  Brooks, Zhigang  Hu, and Kevin  Skadron. 2005. ?Power and thermal effects of SRAM vs. Latch-Mux design styles and clock gating choices.? In Proceedings of the 2005 international symposium on Low power electronics and design, Pp. 173?178. ACM.

Mark  Hempstead, Nikhil  Tripathi, Patrick  Mauro, Gu  Wei, and David  Brooks. 2005. ?An ultra low power system architecture for sensor network applications.? In ACM SIGARCH Computer Architecture News, 33: Pp. 208?219. Madison, WI, USA: IEEE Computer Society.

Hanumolu  Kumar, Gu  Wei, and Moon  Ku. 2005. ?Equalizers for high-speed serial links.? International journal of high speed electronics and systems, 15, 02, Pp. 429?458.

Xuning  Chen, Shiuan  Peh, Gu  Wei, Kai  Huang, and Paul  Prucnal. 2005. ?Exploring the design space of power-aware opto-electronic networked systems.? In 11th International Symposium on High-Performance Computer Architecture, Pp. 120?131. San Francisco, CA, USA: IEEE.

Yingmin  Li, K Skadron, David  Brooks, and Zhigang  Hu. 2005. ?Performance, energy, and thermal considerations for SMT and CMP architectures.? In High-Performance Computer Architecture, 2005. HPCA-11. 11th International Symposium on, Pp. 71?82. IEEE.

Benjamin  Lee and David  Brooks. 2005. ?Effects of pipeline complexity on SMT/CMP power-performance efficiency.? Power, 106, Pp. 1.

Jayanth  Srinivasan, Sarita  Adve, Pradip  Bose, Jude  Rivers, Y.  Li, David  Brooks, Z Hu, K Skadron, V Srinivasan, and M Gschwind. 2005. ?The case for microarchitectural awareness of lifetime reliability.? IEEE Micro, 25, 3, Pp. 70?80.

Xiaoyao  Liang and David  Brooks. 2005. ?Highly accurate power modeling method for SRAM structures with simple circuit simulation.? 2nd Watson Conf. Interaction Between Architecture, Circuits, Compilers.

Mark  Hempstead, Matt  Welsh, and David  Brooks. 2004. ?TinyBench: The case for a standardized benchmark suite for TinyOS based wireless sensor network devices.? In Local Computer Networks, 2004. 29th Annual IEEE International Conference on, Pp. 585?586. Tampa, FL, USA: IEEE.

Yau  Chin, John  Sheu, and David  Brooks. 2004. ?Evaluating techniques for exploiting instruction slack.? In Computer Design: VLSI in Computers and Processors, 2004. ICCD 2004. Proceedings. IEEE International Conference on, Pp. 375?378. San Jose, CA, USA: IEEE.

Yingmin  Li, David  Brooks, Zhigang  Hu, Kevin  Skadron, and Pradip  Bose. 2004. ?Understanding the energy efficiency of simultaneous multithreading.? In Proceedings of the 2004 international symposium on Low power electronics and design, Pp. 44?49. Newport Beach, CA, USA: ACM.

Kim  Hazelwood and David  Brooks. 2004. ?Eliminating voltage emergencies via microarchitectural voltage control feedback and dynamic optimization.? In Proceedings of the 2004 international symposium on Low power electronics and design, Pp. 326?331. ACM.

David  Brooks and Joerg  Henkel. 2004. ?High level power modeling and analysis.? International Symposium on Low Power Electronics and Design: Proceedings of the 2004 international symposium on Low power electronics and design.

Victor  Zyuban, David  Brooks, Viji  Srinivasan, Michael  Gschwind, Pradip  Bose, Philip  Strenski, and Philip  Emma. 2004. ?Integrated analysis of power and performance for pipelined microprocessors.? Computers, IEEE Transactions on, 53, 8, Pp. 1004?1016.

Ruwan  Ratnayake, Gu-Yeon  Wei, and Aleksandar  Kavcic. 2004. ?Pipelined parallel architecture for high throughput MAP detectors.? In 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No. 04CH37512), 2: Pp. II?505. IEEE.

Hanumolu  Kumar, Casper  Bryan, Mooney  Randy, Gu  Wei, and Moon  Ku. 2004. ?Jitter in high-speed serial and parallel links.? In 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No. 04CH37512), 4: Pp. IV?425. Vancouver, BC, Canada: IEEE.

Yong Cheol  Bae and Gu-Yeon  Wei. 2004. ?A mixed PLL/DLL architecture for low jitter clock generation.? In 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No. 04CH37512), 4: Pp. IV?788. Vancouver, BC, Canada: IEEE.

David  Brooks, Pradip  Bose, and Margaret  Martonosi. 2004. ?Power-performance simulation: design and validation strategies.? ACM SIGMETRICS Performance Evaluation Review, 31, 4, Pp. 13?18.

Fulford  RF, Gu  Wei, and Matt  Welsh. 2004. ?A portable, low-power, wireless two-lead EKG system.? In The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1: Pp. 2141?2144. IEEE.

Yingmin  Li, K Skadron, Z Hu, and David  Brooks. 2004. ?Evaluating the thermal efficiency of SMT and CMP architectures.? IBM TJ Watson Conference on Interaction between Architecture, Circuits, and Compilers.

David  Brooks. 2004. ?Integrated Architectural Level Power-Performance Modeling Toolkit?.

Gu  Wei, Stonick  T, Weinlader  Dan, Sonntag  Jeff, and Searles  Shawn. 2003. ?A 500MHz MP/DLL clock generator for a 5Gb/s backplane transceiver in 0.25/spl mu/m CMOS.? In 2003 IEEE International Solid-State Circuits Conference, 2003. Digest of Technical Papers. ISSCC., Pp. 464?465. IEEE.

David  Brooks, Pradip  Bose, Vijayalakshmi  Srinivasan, Michael  Gschwind, Philip  Emma, and Michael  Rosenfield. 2003. ?New methodology for early-stage, microarchitecture-level power-performance analysis of microprocessors.? IBM Journal of Research and Development, 47, 5.6, Pp. 653?670.

Stonick  T, Gu  Wei, Sonntag  L, and Weinlader  K. 2003. ?An adaptive PAM-4 5-Gb/s backplane transceiver in 0.25-/spl mu/m CMOS.? IEEE Journal of Solid-State Circuits, 38, 3, Pp. 436?443.

P Bose, David  Brooks, A Buyuktosunoglu, P.  Cook, K Das, P Emma, M Gschwind, H Jacobson, T Karkhanis, and P Kudva. 2003. ?Early-stage definition of LPX: A low power issue-execute processor.? Power-Aware Computer Systems, Pp. 89?92.

Russ  Joseph, David  Brooks, and Margaret  Martonosi. 2003. ?Control techniques to eliminate voltage emergencies in high performance processors.? In High-Performance Computer Architecture, 2003. HPCA-9 2003. Proceedings. The Ninth International Symposium on, Pp. 79?90. Anaheim, CA, USA: IEEE.

Hanumolu  Kumar, Bryan  Casper, Mooney  Randy, Gu  Wei, and Moon  Ku. 2003. ?Analysis of PLL clock jitter in high-speed serial links.? IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 50, 11, Pp. 879?886.

Jaeha  Kim, A Horowitz, and Gu  Wei. 2003. ?Design of CMOS adaptive-bandwidth PLL/DLLs: A general approach.? IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 50, 11, Pp. 860?869.

Viji  Srinivasan, David  Brooks, Michael  Gschwind, Pradip  Bose, Victor  Zyuban, Philip  Strenski, and Philip  Emma. 2002. ?Optimizing pipelines for power and performance.? In Microarchitecture, 2002.(MICRO-35). Proceedings. 35th Annual IEEE/ACM International Symposium on, Pp. 333?344. IEEE.

M Martonosi, David  Brooks, and V Tiwari. 2002. ?Architecture-level power modeling with Wattch.? Computer, 35, 2, Pp. 64?64.

Alper  Buyuktosunoglu, David  Albonesi, Stanley  Schuster, David  Brooks, Pradip  Bose, and Peter  Cook. 2002. ?Power-efficient issue queue design.? In Power aware computing, Pp. 35?58. Kluwer Academic Publishers.

Gu  Wei, Horowitz  Mark, and Jaeka  Kim. 2002. ?Energy-efficient design of high-speed links.? In Power Aware Design Methodologies, 8: Pp. 201?239. Springer, Boston, MA.

Pradip  Bose, David  Brooks, Viji  Srinivasan, and Philip  Emma. 2002. Power-Performance and Power Swing Characterization in Adaptive Microarchitectures. Technical Paper Archive - Research Reports. IBM Research.

David  Brooks, Margaret  Martonosi, John  Wellman, and Pradip  Bose. 2001. ?Power-performance modeling and tradeoff analysis for a high end microprocessor.? Power-Aware Computer Systems, Pp. 126?136.

David  Brooks and Martonosi (advisor)  Margaret. 2001. ?Design and modeling of power-efficient computer architectures.? Princeton University?ProQuest Dissertations Publishing.

Gu  Wei. 2001. ?Energy-efficient I/O interface design with adaptive power-supply regulation?.

Russ  Joseph, David  Brooks, and Margaret  Martonosi. 2001. ?Live, runtime power measurements as a foundation for evaluating power/performance tradeoffs.? Workshop on Complexity Effectice Design WCED, held in conjunction with ISCA, 28.

Alper  Buyuktosunoglu, Stanley  Schuster, David  Brooks, Pradip  Bose, Peter  Cook, and David  Albonesi. 2001. ?An adaptive issue queue for reduced power at high performance.? Power-Aware Computer Systems, Pp. 25?39.

Alper  Buyuktosunoglu, David  Albonesi, Stanley  Schuster, David  Brooks, Pradip  Bose, and Peter  Cook. 2001. ?A circuit level implementation of an adaptive issue queue for power-aware microprocessors.? In Proceedings of the 11th Great Lakes symposium on VLSI, Pp. 73?78. ACM.

David  Brooks and Margaret  Martonosi. 2001. ?Dynamic thermal management for high-performance microprocessors.? In High-Performance Computer Architecture, 2001. HPCA. The Seventh International Symposium on, Pp. 171?182. IEEE.

Pradip  Bose, Margaret  Martonosi, and David  Brooks. 2001. ?Modeling and Analyzing CPU Power and Performance: Metrics, Methods, and Abstractions.? Tutorial, ACM SIGMETRICS.

Sidiropoulos  Stefanos, Liu  Dean, Kim  Jaeha, Gu  Wei, and Horowitz  Mark. 2000. ?Adaptive bandwidth DLLs and PLLs using regulated supply CMOS buffers.? In 2000 Symposium on VLSI Circuits. Digest of Technical Papers (Cat. No. 00CH37103), Pp. 124?127. IEEE.

David  Brooks and Margaret  Martonosi. 2000. ?Adaptive thermal management for high-performance microprocessors.? In In Workshop on Complexity Effective Design. Citeseer.

David  Brooks, Pradip  Bose, Stanley  Schuster, Hans  Jacobson, Prabhaka  Kudva, Alper  Buyuktosunoglu, J Wellman, Victor  Zyuban, Manish  Gupta, and Peter  Cook. 2000. ?Power-aware microarchitecture: Design and modeling challenges for next-generation microprocessors.? Micro, IEEE, 20, 6, Pp. 26?44.

David  Brooks and Margaret  Martonosi. 2000. ?Value-based clock gating and operation packing: dynamic strategies for improving processor power and performance.? ACM Transactions on Computer Systems (TOCS), 18, 2, Pp. 89?126.

Gu  Wei, Jaeha  Kim, Dean  Liu, Stefanos  Sidiropoulos, and Mark A Horowitz. 2000. ?A variable-frequency parallel I/O interface with adaptive power-supply regulation.? IEEE Journal of Solid-State Circuits, 35, 11, Pp. 1600?1610.

Margaret  Martonosi, Vivek  Tiwari, and David  Brooks. 2000. ?Wattch: A framework for architectural-level power analysis and optimizations.? isca, Pp. 83.

Gu  Wei and Horowitz  Mark. 1999. ?A fully digital, energy-efficient, adaptive power-supply regulator.? IEEE Journal of solid-state Circuits, 34, 4, Pp. 520?528.

David  Brooks and Margaret  Martonosi. 1999. ?Dynamically exploiting narrow width operands to improve processor power and performance.? In High-Performance Computer Architecture, 1999. Proceedings. Fifth International Symposium On, Pp. 13?22. Orlando, FL, USA: IEEE.

David  Brooks and Margaret  Martonosi. 1999. ?Implementing application-specific cache-coherence protocols in configurable hardware.? In Network-Based Parallel Computing. Communication, Architecture, and Applications, Pp. 181?195. Springer.

Christina  Leung, David  Brooks, Margaret  Martonosi, and Douglas  Clark. 1998. ?Power-Aware Architecture Studies: Omgoing Work at Princeton.? Power-Driven Microarchitecture Workshop.

David  Harris, Ron  Ho, Gu  Wei, and Horowitz  Mark. 1997. ?The fanout-of-4 inverter delay metric.? Unveröffentlichtes Manuskript: http://odin. ac. hmc. edu/harris/research/FO4. pdf.

Gu  Wei and Horowitz  Mark. 1996. ?A low power switching power supply for self-clocked systems.? In Proceedings of 1996 International Symposium on Low Power Electronics and Design, Pp. 313?317. Monterey, CA, USA: IEEE.