Ben Keller

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 30

Top Topics

Power Management

Gpu Accelerated

Tensor Decomposition

Top Venues

IEEE J. Solid State Circuits

Publications

Ben Keller, Rangharajan Venkatesan, Steve Dai, Stephen G. Tell, Brian Zimmer, Charbel Sakr, William J. Dally, C. Thomas Gray, Brucek Khailany
A 95.6-TOPS/W Deep Learning Inference Accelerator With Per-Vector Scaled 4-bit Quantization in 5 nm. IEEE J. Solid State Circuits 58 (4) (2023)
Anthony Agnesina, Puranjay Rajvanshi, Tian Yang, Geraldo Pradipta, Austin Jiao, Ben Keller, Brucek Khailany, Haoxing Ren
AutoDMP: Automated DREAMPlace-based Macro Placement. ISPD (2023)
Vidya A. Chhabria, Ben Keller, Yanqing Zhang, Sandeep Vollala, Sreedhar Pratty, Haoxing Ren, Brucek Khailany
XT-PRAGGMA: Crosstalk Pessimism Reduction Achieved with GPU Gate-level Simulations and Machine Learning. MLCAD (2022)
Jiaqi Gu, Ben Keller, Jean Kossaifi, Anima Anandkumar, Brucek Khailany, David Z. Pan
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression. CoRR (2022)
Ben Keller, Rangharajan Venkatesan, Steve Dai, Stephen G. Tell, Brian Zimmer, William J. Dally, C. Thomas Gray, Brucek Khailany
A 17-95.6 TOPS/W Deep Learning Inference Accelerator with Per-Vector Scaled 4-bit Quantization for Transformers in 5nm. VLSI Technology and Circuits (2022)
Vidya A. Chhabria, Yanqing Zhang, Haoxing Ren, Ben Keller, Brucek Khailany, Sachin S. Sapatnekar
MAVIREC: ML-Aided Vectored IR-Drop Estimation and Classification. DATE (2021)
Steve Dai, Alicia Klinefelter, Haoxing Ren, Rangharajan Venkatesan, Ben Keller, Nathaniel Ross Pinckney, Brucek Khailany
Verifying High-Level Latency-Insensitive Designs with Formal Model Checking. CoRR (2021)
Nathaniel Ross Pinckney, Rangharajan Venkatesan, Ben Keller, Brucek Khailany
IPA: Floorplan-Aware SystemC Interconnect Performance Modeling and Generation for HLS-based SoCs. ICCAD (2021)
Yakun Sophia Shao, Jason Clemons, Rangharajan Venkatesan, Brian Zimmer, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Brucek Khailany, Stephen W. Keckler
Simba: scaling deep-learning inference with chiplet-based architecture. Commun. ACM 64 (6) (2021)
Yanqing Zhang, Haoxing Ren, Ben Keller, Brucek Khailany
Problem C: GPU Accelerated Logic Re-simulation : (Invited Talk). ICCAD (2020)
Vidya A. Chhabria, Yanqing Zhang, Haoxing Ren, Ben Keller, Brucek Khailany, Sachin S. Sapatnekar
MAVIREC: ML-Aided Vectored IR-DropEstimation and Classification. CoRR (2020)
Brian Zimmer, Rangharajan Venkatesan, Yakun Sophia Shao, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
A 0.32-128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm. IEEE J. Solid State Circuits 55 (4) (2020)
Brucek Khailany, Haoxing Ren, Steve Dai, Saad Godil, Ben Keller, Robert Kirby, Alicia Klinefelter, Rangharajan Venkatesan, Yanqing Zhang, Bryan Catanzaro, William J. Dally
Accelerating Chip Design With Machine Learning. IEEE Micro 40 (6) (2020)
John Charles Wright, Colin Schmidt, Ben Keller, Daniel Palmer Dabbelt, Jaehwa Kwak, Vighnesh Iyer, Nandish Mehta, Pi-Feng Chiu, Stevo Bailey, Krste Asanovic, Borivoje Nikolic
A Dual-Core RISC-V Vector Processor With On-Chip Fine-Grain Power Management in 28-nm FD-SOI. IEEE Trans. Very Large Scale Integr. Syst. 28 (12) (2020)
Rangharajan Venkatesan, Yakun Sophia Shao, Miaorong Wang, Jason Clemons, Steve Dai, Matthew Fojtik, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Yanqing Zhang, Brian Zimmer, William J. Dally, Joel S. Emer, Stephen W. Keckler, Brucek Khailany
MAGNet: A Modular Accelerator Generator for Neural Networks. ICCAD (2019)
Brian Zimmer, Rangharajan Venkatesan, Yakun Sophia Shao, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm. VLSI Circuits (2019)
Yuan Zhou, Haoxing Ren, Yanqing Zhang, Ben Keller, Brucek Khailany, Zhiru Zhang
PRIMAL: Power Inference using Machine Learning. DAC (2019)
Yakun Sophia Shao, Jason Clemons, Rangharajan Venkatesan, Brian Zimmer, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Brucek Khailany, Stephen W. Keckler
Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture. MICRO (2019)
Matthew Fojtik, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Stephen G. Tell, Brian Zimmer, Tezaswi Raja, Kevin Zhou, William J. Dally, Brucek Khailany
A Fine-Grained GALS SoC with Pausible Adaptive Clocking in 16 nm FinFET. ASYNC (2019)
Rangharajan Venkatesan, Yakun Sophia Shao, Brian Zimmer, Jason Clemons, Matthew Fojtik, Nan Jiang, Ben Keller, Alicia Klinefelter, Nathaniel Ross Pinckney, Priyanka Raina, Stephen G. Tell, Yanqing Zhang, William J. Dally, Joel S. Emer, C. Thomas Gray, Stephen W. Keckler, Brucek Khailany
A 0.11 PJ/OP, 0.32-128 Tops, Scalable Multi-Chip-Module-Based Deep Neural Network Accelerator Designed with A High-Productivity vlsi Methodology. Hot Chips Symposium (2019)
Ben Keller, Martin Cochet, Brian Zimmer, Jaehwa Kwak, Alberto Puggelli, Yunsup Lee, Milovan Blagojevic, Stevo Bailey, Pi-Feng Chiu, Daniel Palmer Dabbelt, Colin Schmidt, Elad Alon, Krste Asanovic, Borivoje Nikolic
A RISC-V Processor SoC With Integrated Power Management at Submicrosecond Timescales in 28 nm FD-SOI. IEEE J. Solid State Circuits 52 (7) (2017)
Brian Zimmer, Yunsup Lee, Alberto Puggelli, Jaehwa Kwak, Ruzica Jevtic, Ben Keller, Steven Bailey, Milovan Blagojevic, Pi-Feng Chiu, Hanh-Phuc Le, Po-Hung Chen, Nicholas Sutardja, Rimas Avizienis, Andrew Waterman, Brian C. Richards, Philippe Flatresse, Elad Alon, Krste Asanovic, Borivoje Nikolic
A RISC-V Vector Processor With Simultaneous-Switching Switched-Capacitor DC-DC Converters in 28 nm FDSOI. IEEE J. Solid State Circuits 51 (4) (2016)
Martin Cochet, Alberto Puggelli, Ben Keller, Brian Zimmer, Milovan Blagojevic, Sylvain Clerc, Philippe Roche, Jean-Luc Autran, Borivoje Nikolic
On-chip supply power measurement and waveform reconstruction in a 28nm FD-SOI processor SoC. A-SSCC (2016)
Yunsup Lee, Andrew Waterman, Henry Cook, Brian Zimmer, Ben Keller, Alberto Puggelli, Jaehwa Kwak, Ruzica Jevtic, Stevo Bailey, Milovan Blagojevic, Pi-Feng Chiu, Rimas Avizienis, Brian C. Richards, Jonathan Bachrach, David A. Patterson, Elad Alon, Bora Nikolic, Krste Asanovic
An Agile Approach to Building RISC-V Microprocessors. IEEE Micro 36 (2) (2016)
Ben Keller, Martin Cochet, Brian Zimmer, Yunsup Lee, Milovan Blagojevic, Jaehwa Kwak, Alberto Puggelli, Stevo Bailey, Pi-Feng Chiu, Daniel Palmer Dabbelt, Colin Schmidt, Elad Alon, Krste Asanovic, Borivoje Nikolic
Sub-microsecond adaptive voltage scaling in a 28nm FD-SOI processor SoC. ESSCIRC (2016)
Milovan Blagojevic, Martin Cochet, Ben Keller, Philippe Flatresse, Andrei Vladimirescu, Borivoje Nikolic
A fast, flexible, positive and negative adaptive body-bias generator in 28nm FDSOI. VLSI Circuits (2016)
Brian Zimmer, Yunsup Lee, Alberto Puggelli, Jaehwa Kwak, Ruzica Jevtic, Ben Keller, Stevo Bailey, Milovan Blagojevic, Pi-Feng Chiu, Hanh-Phuc Le, Po-Hung Chen, Nicholas Sutardja, Rimas Avizienis, Andrew Waterman, Brian C. Richards, Philippe Flatresse, Elad Alon, Krste Asanovic, Borivoje Nikolic
A RISC-V vector processor with tightly-integrated switched-capacitor DC-DC converters in 28nm FDSOI. VLSIC (2015)
Yunsup Lee, Brian Zimmer, Andrew Waterman, Alberto Puggelli, Jaehwa Kwak, Ruzica Jevtic, Ben Keller, Stevo Bailey, Milovan Blagojevic, Pi-Feng Chiu, Henry Cook, Rimas Avizienis, Brian C. Richards, Elad Alon, Borivoje Nikolic, Krste Asanovic
Raven: A 28nm RISC-V vector processor with integrated switched-capacitor DC-DC converters and adaptive clocking. Hot Chips Symposium (2015)
Hao Xu, Jason Coposky, Dan Bedard, Jewel Ward, Terrell G. Russell, Arcot Rajasekar, Reagan Moore, Ben Keller, Zoey Greer
A Method for the Systematic Generation of Audit Logs in a Digital Preservation Environment and Its Experimental Implementation In a Production Ready System. iPRES (2015)
Ben Keller, Matthew Fojtik, Brucek Khailany
A Pausible Bisynchronous FIFO for GALS Systems. ASYNC (2015)
Ben Keller, Richard E. Nance
Reply to discussion by B. Keller and R. Nance. J. Softw. Maintenance Res. Pract. 7 (5) (1995)