Xuan Zhang

Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

Energy Efficient Real-Time Scheduling on Heterogeneous Architectures with Self-Suspension.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

LeCA: In-Sensor Learned Compressive Acquisition for Efficient Machine Vision on the Edge.

[BibT_eX]

[DOI]

Tianrui Ma

Adith Jagadish Boloor

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

CAMJ: Enabling System-Level Energy Modeling and Architectural Exploration for In-Sensor Visual Computing.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

CktGNN: Circuit Graph Neural Network for Electronic Design Automation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

HyAcc: A Hybrid CAM-MAC RRAM-based Accelerator for Recommendation Model.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

PDNSig: Identifying Multi-Tenant Cloud FPGAs with Power Distribution Network-Based Signatures.

[BibT_eX]

[DOI]

Huifeng Zhu

Weidong Cao

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Invited Paper: Learned In-Sensor Visual Computing: From Compression to Eventification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

SuperCut: Communication-Aware Partitioning for Near-Memory Graph Processing.

[BibT_eX]

[DOI]

Chenfeng Zhao

Roger D. Chamberlain

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

Neural-PIM: Efficient Processing-In-Memory With Neural Approximation of Peripherals.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM.

[BibT_eX]

[DOI]

IEEE Micro, 2022

Executing Data Integration Effectively and Efficiently Near the Memory.

[BibT_eX]

[DOI]

Chenfeng Zhao

Roger D. Chamberlain

IEEE Des. Test, 2022

DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

Domain Knowledge-Infused Deep Learning for Automated Analog/Radio-Frequency Circuit Parameter Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

HOGEye: Neural Approximation of HOG Feature Extraction in RRAM-Based 3D-Stacked Image Sensors.

[BibT_eX]

[DOI]

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

MeNDA: a near-memory multi-way merge solution for sparse transposition and dataflows.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

PowerTouch: A Security Objective-Guided Automation Framework for Generating Wired Ghost Touch Attacks on Touchscreens.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Gzippo: Highly-Compact Processing-in-Memory Graph Accelerator Alleviating Sparsity and Redundancy.

[BibT_eX]

[DOI]

Xing Li

Rachata Ausavarungnirun

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

Evaluating Neural Network-Inspired Analog-to-Digital Conversion With Low-Precision RRAM.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

System-level Early-stage Modeling and Evaluation of IVR-assisted Processor Power Delivery System.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2021

SecNDP: Secure Near-Data Processing with Untrusted Memory.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2021

Can Optical Trojans Assist Adversarial Perturbations?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

TRRScope: Understanding Target Row Refresh Mechanism for Modern DDR Protection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2021

Quantifying Rowhammer Vulnerability for DRAM Security.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Research Challenges for Combined Autonomy, AI, and Real-Time Assurance.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

PCBench: Benchmarking of Board-Level Hardware Attacks and Trojans.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020

PCBChain: Lightweight Reconfigurable Blockchain Primitives for Secure IoT Applications.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2020

Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Voltage-Stacked Power Delivery Systems: Reliability, Efficiency, and Power Management.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

NeuADC: Neural Network-Inspired Synthesizable Analog-to-Digital Conversion.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Attacking vision-based perception in end-to-end autonomous driving models.

[BibT_eX]

[DOI]

J. Syst. Archit., 2020

A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks.

[BibT_eX]

[DOI]

IEEE Des. Test, 2020

Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing.

[BibT_eX]

[DOI]

CoRR, 2020

Real-Time Scheduling upon a Host-Centric Acceleration Architecture with Data Offloading.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors.

[BibT_eX]

[DOI]

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing.

[BibT_eX]

[DOI]

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Chip-to-chip Optical Data Communications using Polarization Division Multiplexing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

The Architectural Implications of Facebook's DNN-Based Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Bit<sup>2</sup>RNG: Leveraging Bad-page Initialized Table with Bit-error Insertion for True Random Number Generation in Commodity Flash Memory.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Symposium on Hardware Oriented Security and Trust, 2020

FLASH: FPGA Locality-Aware Sensitive Hash for Nearest Neighbor Search and Clustering Application.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020

PowerScout: A Security-Oriented Power Delivery Network Modeling Framework for Cross-Domain Side-Channel Analysis.

[BibT_eX]

[DOI]

Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2020

2019

The Architectural Implications of Facebook's DNN-based Personalized Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019

Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2019

SparseBNN: Joint Algorithm/Hardware Optimization to Exploit Structured Sparsity in Binary Neural Network.

[BibT_eX]

[DOI]

Xin He

Liu Ke

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

When Capacitors Attack: Formal Method Driven Design and Detection of Charge-Domain Trojans.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

NeuADC: Neural Network-Inspired RRAM-Based Synthesizable Analog-to-Digital Conversion with Reconfigurable Quantization Support.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018

Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Voltage-Stacked GPUs: A Control Theory Driven Cross-Layer Solution for Practical Voltage Stacking in GPUs.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

NNest: Early-Stage Design Space Exploration Tool for Neural Network Inference Accelerators.

[BibT_eX]

[DOI]

Liu Ke

Xin He

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Efficient and reliable power delivery in voltage-stacked manycore system with hybrid charge-recycling regulators.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

SRAM based opportunistic energy efficiency improvement in dual-supply near-threshold processors.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

RiskCap: Minimizing Effort of Error Regulation for Approximate Computing.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE Asian Test Symposium, 2018

2017

A 16-Core Voltage-Stacked System With Adaptive Clocking and an Integrated Switched-Capacitor DC-DC Converter.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2017

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

[BibT_eX]

[DOI]

Pierre-Emile J. Duhamel

Robert J. Wood

David M. Brooks

Gu-Yeon Wei

IEEE J. Solid State Circuits, 2017

Energy-dissipation Limits in Variance-based Computing.

[BibT_eX]

[DOI]

Sri Harsha Kondapalli

Shantanu Chakrabartty

CoRR, 2017

Variance-based digital logic for energy harvesting Internet-of-Things.

[BibT_eX]

[DOI]

Sri Harsha Kondapalli

Shantanu Chakrabartty

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Ivory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

A Fully Integrated Reconfigurable Switched-Capacitor DC-DC Converter With Four Stacked Output Channels for Voltage Stacking Applications.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2016

2015

A multi-chip system optimized for insect-scale flapping-wing robots.

[BibT_eX]

[DOI]

Proceedings of the Symposium on VLSI Circuits, 2015

A 16-core voltage-stacked system with an integrated switched-capacitor DC-DC converter.

[BibT_eX]

[DOI]

Proceedings of the Symposium on VLSI Circuits, 2015

A power electronics unit to drive piezoelectric actuators for flying microrobots.

[BibT_eX]

[DOI]

Mario Lok

Elizabeth Farrell Helbling

Robert J. Wood

David M. Brooks

Gu-Yeon Wei

Proceedings of the 2015 IEEE Custom Integrated Circuits Conference, 2015

2014

Low-Power, Minimally Invasive Process Compensation Technique for Sub-Micron CMOS Amplifiers.

[BibT_eX]

[DOI]

Oscar da Costa Gouveia-Filho

Nicholas Kramer

IEEE Trans. Very Large Scale Integr. Syst., 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2014

2013

Characterizing and evaluating voltage noise in multi-core near-threshold processors.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

Supply-noise resilient adaptive clocking for battery-powered aerial microrobotic System-on-Chip in 40nm CMOS.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2013 Custom Integrated Circuits Conference, 2013

A fully integrated battery-connected switched-capacitor 4: 1 voltage regulator with 70% peak efficiency using bottom-plate charge recycling.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2013 Custom Integrated Circuits Conference, 2013

2012

Improving Absolute Accuracy of Integrated Resistors With Device Diversification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2012

2011

A 46-µW Self-Calibrated Gigahertz VCO for Low-Power Radios.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2011

A Low-Power, Process-and- Temperature- Compensated Ring Oscillator With Addition-Based Current Source.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Process Compensation Loops for High Speed Ring Oscillators in Sub-Micron CMOS.

[BibT_eX]

[DOI]

Ishita Mukhopadhyay

IEEE J. Emerg. Sel. Topics Circuits Syst., 2011

2010

A successive approximation based process-invariant ring oscillator.

[BibT_eX]

[DOI]

Rajeev K. Dokania

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Process variation compensation of a 4.6 GHz LNA in 65nm CMOS.

[BibT_eX]

[DOI]

Oscar da Costa Gouveia-Filho

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009

A Process Compensated 3-GHz Ring Oscillator.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A low variation GHz ring oscillator with addition-based current source.

[BibT_eX]

[DOI]

Proceedings of the 35th European Solid-State Circuits Conference, 2009

2008

Low variation current source for 90nm CMOS.

[BibT_eX]

[DOI]

Anand Pappu