Publications

169 entries « 1 of 4 »

2018

Marco Donato, Brandon Reagen, Lillian Pentecost, Udit Gupta, David Brooks, Gu-Yeon Wei

On-Chip Deep Neural Network Storage with Multi-Level eNVM (Inproceeding)

Design Automation Conference (DAC), 2018.

(Abstract | Links | BibTeX)

Mario Lok, Elizabeth Farrell Helbling, Xuan Zhang, Robert Wood, David Brooks, Gu-Yeon Wei

A Low Mass Power Electronics Unit to Drive Piezoelectric Actuators for Flying Microrobots (Journal Article)

IEEE Transactions on Power Electronics, 33 (4), pp. 3180 - 3191, 2018.

(Abstract | Links | BibTeX)

2017

Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks

Weightless: Lossy Weight Encoding For Deep Neural Network Compression (Unpublished)

2017.

(Abstract | Links | BibTeX)

Sreela Kodali, Patrick Hansen, Niamh Mulholland, Paul Whatmough, David Brooks, Gu-Yeon Wei

Applications of Deep Neural Networks for Ultra Low Power IoT (Inproceeding)

International Conference on Computer Design, 2017.

(Abstract | BibTeX)

Paul Whatmough, Sae Kyu Lee, Gu-Yeon Wei, David Brooks

Sub-uJ Deep Neural Networks for Embedded Applications (Inproceeding)

IEEE 51st Asilomar Conference on Signals, Systems, and Computers, 2017.

(BibTeX)

Paul Whatmough, Saekyu Lee, Niamh Mulholland, Patrick Hansen, Sreela Kodali, David Brooks

DNN ENGINE: A 16nm Sub-uJ Deep Neural Network Inference Accelerator for the Embedded Masses (Inproceeding)

Hot Chips 29: A Symposium on High Performance Chips, 2017.

(Links | BibTeX)

Brandon Reagen, Robert Adolf, Paul Whatmough, Gu-Yeon Wei, David Brooks

Deep Learning for Computer Architects (Book)

Morgan & Claypool Publishers, 2017.

(Abstract | Links | BibTeX)

Brandon Reagen, Jose Miguel Hernandez-Lobato, Robert Adolf, Michael Gelbart, Paul Whatmough, Gu-Yeon Wei, David Brooks

A Case for Efficient Accelerator Design Space Exploration via Bayesian Optimization (Conference)

International Symposium on Low Power Electronics and Design, 2017.

(Abstract | Links | BibTeX)

Xuan Zhang, Mario Lok, Tao Tong, Sae Kyu Lee, Brandon Reagen, Pierre-Emile J. Duhamel, Robert Wood, David Brooks, Gu-Yeon Wei

A Fully Integrated Battery-Powered System-on-Chip in 40-nm CMOS for Closed-Loop Control of Insect-Scale Pico-Aerial Vehicle (Journal Article)

IEEE Journal of Solid-State Circuits, 52 (9), 2017.

(Abstract | Links | BibTeX)

Svilen Kanev, Sam (Likun) Xi, Gu-Yeon Wei, David Brooks

Mallacc: Accelerating Memory Allocation (Conference)

International Symposium on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2017.

(Abstract | Links | BibTeX)

Sae Kyu Lee, Tao Tong, Xuan Zhang, David Brooks, Gu-Yeon Wei

A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC–DC Converter (Journal Article)

IEEE Transactions on VLSI, 25 (4), pp. 1271-1284, 2017.

(Abstract | Links | BibTeX)

Paul N. Whatmough, Sae Kyu Lee, Hyunkwang Lee, Saketh Rama, David Brooks, Gu-Yeon Wei

A 28nm SoC with a 1.2GHz 568nJ/Prediction Sparse Deep-Neural-Network Engine with >0.1 Timing Error Rate Tolerance for IoT Applications (Inproceeding)

International Solid-State Circuits Conference, 2017.

(Links | BibTeX)

2016

Yakun Sophia Shao, Sam (Likun) Xi, Vijayalakshmi Srinivasan, Gu-Yeon Wei, David Brooks

Co-Designing Accelerators and SoC Interfaces using gem5-Aladdin (Inproceeding)

International Symposium on Microarchitecture (MICRO), 2016.

(Abstract | Links | BibTeX)

Robert Adolf, Saketh Rama, Brandon Reagen, Gu-Yeon Wei , David Brooks

Fathom: Reference Workloads for Modern Deep Learning Methods (Inproceeding)

IEEE International Symposium on Workload Characterization, 2016.

(Abstract | Links | BibTeX)

Tao Tong, Sae Kyu Lee, Xuan Zhang, David Brooks, Gu-Yeon Wei

A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications (Journal Article)

IEEE Journal of Solid-State Circuits, 51 (9), pp. 2142–2152, 2016.

(Abstract | Links | BibTeX)

Brandon Reagen, Paul Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, José Miguel Hernández-Lobato, Gu-Yeon Wei, David Brooks

Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators (Inproceeding)

International Symposium on Computer Architecture (ISCA), 2016.

(Abstract | Links | BibTeX)

2015

Mario Lok, Xuan Zhang, Elizabeth Farrell Helblinh, Robert Wood, David Brooks, Gu-Yeon Wei

A Power Electronics Unit to Drive Piezoelectric Actuators for Flying Microrobots (Inproceeding)

IEEE Custom Integrated Circuits Conference (CICC), 2015.

(Abstract | Links | BibTeX)

Xuan Zhang, Mario Lok, Tao Tong, Simon Chaput, Sae Kyu Lee, Brandon Reagen, Hyunkwang Lee, David Brooks, Gu-Yeon Wei

A Multi-Chip System Optimized for Insect-Scale Flapping-Wing Robots (Inproceeding)

IEEE Symposium on VLSI Circuits (VLSIC), 2015.

(Abstract | Links | BibTeX)

Sae Kyu Lee, Tao Tong, Xuang Zhang, David Brooks, Gu-Yeon Wei

A 16-Core Voltage-Stacked System with an Integrated Switched-Capacitor DC-DC Converter (Inproceeding)

IEEE Symposium on VLSI Circuits (VLSIC), 2015.

(Abstract | Links | BibTeX)

Paul N. Whatmough, George Smart, Shidhartha Das, Yiannis Andreopoulos, David M. Bull

A 0.6V All-Digital Body-Coupled Wakeup Transceiver for IoT Applications (Inproceeding)

IEEE Symposium on VLSI Circuits (VLSIC), 2015.

(Abstract | Links | BibTeX)

Svilen Kanev, Juan Pablo Darago, Kim Hazelwood, Parthasarathy Ranganathan, Tipp Moseley, Gu-Yeon Wei, David Brooks

Profiling a Warehouse-Scale Computer (Inproceeding)

International Symposium on Computer Architecture (ISCA), 2015.

(Abstract | Links | BibTeX)

Sam Xi, Hans Jacobson, Pradip Bose, Gu-Yeon Wei, David Brooks

Quantifying Sources of Error in McPAT and Potential Impacts on Architectural Studies (Conference)

International Symposium on High Performance Computer Architecture (HPCA), 2015.

(Abstract | Links | BibTeX)

Simone Campanoni, Glenn Holloway, Gu-Yeon Wei, David Brooks

HELIX-UP: Relaxing Program Semantics to Unleash Parallelization (Conference)

International Symposium on Code Generation and Optimization (CGO), 2015.

(Abstract | Links | BibTeX)

Yakun Sophia Shao, Sam Xi, Viji Srinivasan, Gu-Yeon Wei, David Brooks

Toward Cache-Friendly Hardware Accelerators (Conference)

HPCA Sensors and Cloud Architectures Workshop (SCAW), 2015.

(Abstract | Links | BibTeX)

Brandon Reagen, Robert Adolf, Gu-Yeon Wei, David Brooks

The MachSuite Benchmark (Conference)

Boston Area Architecture Workshop (BARC), 2015.

(Links | BibTeX)

Brandon Reagen, Gu-Yeon Wei, David Brooks

How Hardware Accelerators Trade-Off Pipelining and Parallelism to Maximize Efficiency (Conference)

Boston Area Architecture Workshop (BARC), 2015.

(Links | BibTeX)

2014

Svilen Kanev, Kim Hazelwood, Gu-Yeon Wei, David Brooks

Tradeoffs between Power Management and Tail Latency in Warehouse-Scale Applications (Conference)

International Symposium on Workload Characterization (IISWC), IEEE, 2014.

(Abstract | Links | BibTeX)

Michael J. Lyons, Gu-Yeon Wei, David Brooks

Multi-accelerator system development with the ShrinkFit acceleration framework (Inproceeding)

International Conference on Computer Design, 2014.

(Abstract | Links | BibTeX)

Brandon Reagen, Robert Adolf, Sophia Yakun Shao, Gu-Yeon Wei, David Brooks

MachSuite: Benchmarks for Accelerator Design and Customized Architectures (Inproceeding)

IEEE International Symposium on Workload Characterization (IISWC), 2014.

(Abstract | Links | BibTeX)

Yakun Sophia Shao, Brandon Reagen, Gu-Yeon Wei, David Brooks

Aladdin: A Pre-RTL, Power-Performance Accelerator Simulator Enabling Large Design Space Exploration of Customized Architectures (Inproceeding)

International Symposium on Computer Architecture (ISCA), 2014.

(Abstract | Links | BibTeX)

Simone Campanoni, Kevin Brownell, Svilen Kanev, Timothy M. Jones, Gu-Yeon Wei, David Brooks

HELIX-RC: An Architecture-Compiler Co-Design for Automatic Parallelization of Irregular Programs (Inproceeding)

International Symposium on Computer Architecture (ISCA), 2014.

(Abstract | Links | BibTeX)

Simone Campanoni, Svilen Kanev, Kevin Brownell, Gu-Yeon Wei, David Brooks

Breaking Cyclic-Multithreading Parallelization with XML Parsing (Conference)

International Workshop on Parallelism in Mobile Platforms (PRISM), 2014.

(Abstract | Links | BibTeX)

Xuan Zhang, Tao Tong, David Brooks, Gu-Yeon Wei

Evaluating Adaptive Clocking for Supply-Noise Resilience in Battery-Powered Aerial Microrobotic System-on-Chip (Inproceeding)

IEEE Transactions on Circuits and Systems (TCAS), 2014.

(BibTeX)

2013

Xuan Zhang, David Brooks, Gu-Yeon Wei

A 20uW 10MHz Relaxation Oscillator with Adaptive Bias and Fast Self-Calibration in 40nm CMOS for Micro-Aerial Robotics Application (Inproceeding)

IEEE Asian Solid-State Circuits Conference (ASSCC), 2013.

(BibTeX)

Mario Lok, David Brooks, Robert Wood, Gu-Yeon Wei

Design and analysis of an integrated driver for piezoelectric actuators (Inproceeding)

IEEE Energy Conversion Congress and Exposition, 2013.

(BibTeX)

Yakun Sophia Shao, David Brooks

Energy Characterization and Instruction-Level Energy Model of Intel's Xeon Phi Processor (Inproceeding)

International Symposium on Low Power Electronics and Design (ISLPED), 2013.

(Abstract | Links | BibTeX)

Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David Brooks

Quantifying Acceleration: Power/Performance Trade-Offs of Application Kernels in Hardware (Inproceeding)

International Symposium on Low Power Electronics and Design (ISLPED), 2013.

(Abstract | Links | BibTeX)

Tao Tong, Xuan Zhang, Wonyoung Kim, David Brooks, Gu-Yeon Wei

A Fully Integrated Battery-Connected Switched-Capacitor 4:1 Voltage Regulator with 70% Peak Efficiency Using Bottom-Plate Charge Recycling (Inproceeding)

IEEE Custom Integrated Circuits Conference (CICC), 2013.

(BibTeX)

Xuan Zhang, Tao Tong, David Brooks, Gu-Yeon Wei

Supply-Noise Resilient Adaptive Clocking for Battery-Powered Aerial Microrobotic System-on-Chip in 40nm CMOS (Inproceeding)

IEEE Custom Integrated Circuits Conference (CICC), 2013.

(BibTeX)

Yakun Sophia Shao, David Brooks

ISA-Independent Workload Characterization and its Implications for Specialized Architectures (Inproceeding)

International Symposium on Performance Analysis of Systems and Software (ISPASS), 2013.

(Abstract | Links | BibTeX)

Svilen Kanev, Timothy M Jones, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi

Measuring code optimization impact on voltage noise (Journal Article)

Workshop in Silicon Errors -- System Effects (SELSE), 2013.

(Abstract | Links | BibTeX)

Xuan Zhang, Tao Tong, Svilen Kanev, Sae Kyu Lee, Gu-Yeon Wei, David Brooks

Characterizing and Evaluating Voltage Noise in Multi-Core Near-Threshold Processors (Inproceeding)

International Symposium on Low Power Electronics and Design (ISLPED), 2013.

(Abstract | Links | BibTeX)

2012

Sae Kyu Lee, David Brooks, Gu-Yeon Wei

Evaluation of voltage stacking for near-threshold multicore computing (Inproceeding)

IEEE International Symposium on Low Power Electronics and Design, 2012.

(BibTeX)

Wonyoung Kim, David Brooks, Gu-Yeon Wei

A fully-integrated 3-level DC-DC converter for nanosecond-scale DVFS (Journal Article)

Solid-State Circuits, IEEE Journal of, 47 (1), pp. 206–219, 2012.

(BibTeX)

Michael J Lyons, Mark Hempstead, Gu-Yeon Wei, David Brooks

The Accelerator Store: a shared memory framework for accelerator-based systems (Journal Article)

Transactions on Architecture and Code Optimization (TACO), 2012.

(Abstract | Links | BibTeX)

Simone Campanoni, Timothy Jones, Glenn Holloway, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks

HELIX: Automatic parallelization of irregular programs for chip multiprocessing (Inproceeding)

International Symposium on Code Generation and Optimization (CGO), ACM 2012.

(Abstract | Links | BibTeX)

Svilen Kanev, Gu-Yeon Wei, David Brooks

XIOSim: power-performance modeling of mobile x86 cores (Inproceeding)

International symposium on Low power Electronics and Design (ISLPED), ACM 2012.

(Abstract | Links | BibTeX)

Simone Campanoni, Timothy Jones, Glenn Holloway, Gu-Yeon Wei, David Brooks

The HELIX project: overview and directions (Inproceeding)

Design Automation Conference (DAC), ACM 2012.

(Abstract | Links | BibTeX)

Amanda Chih-Ning Tseng, David Brooks

Analytical Latency-Throughput Model of Future Power Constrained Multicore Processors (Inproceeding)

Workshop on Energy Efficient Design, ISCA, pp. 800, 2012.

(BibTeX)

Simone Campanoni, Timothy Jones, Glenn Holloway, G Wei, David Brooks

Making the Extraction of Thread-Level Parallelism Mainstream (Journal Article)

IEEE Micro, 2012.

(Abstract | Links | BibTeX)

169 entries « 1 of 4 »