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Glenn Ko
Researcher, Harvard University
Joined
May 2023
Names
Glenn Ko
(Preferred)
,
Glenn G Ko
,
Glenn G. Ko
Emails
****@stochastic.ai
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Harvard University
(harvard.edu)
2021
–
Present
Postdoc
Harvard University
(harvard.edu)
2018
–
2020
PhD student
University of Illinois at Urbana-Champaign
(illinois.edu)
2011
–
2017
Advisors, Relations & Conflicts
Postdoc Advisor
Gu-Yeon Wei
2018
–
2020
Postdoc Advisor
David Brooks
2018
–
2020
PhD Advisor
Rob A. Rutenbar
2011
–
2017
Expertise
Deep learning
2011
–
Present
Computer architecture
,
circuits and compiler
2011
–
Present
Bayesian computers
2011
–
Present
Publications
SpeedLimit: Neural Architecture Search for Quantized Transformer Models
Yuji Chai
,
Luke Bailey
,
Yunho Jin
,
Glenn Ko
,
Matthew Karle
,
David Brooks
,
Gu-Yeon Wei
,
H. Kung
ES-FoMO 2023 Poster
Readers:
Everyone
A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs
Thierry Tambe
,
En-Yu Yang
,
Glenn G. Ko
,
Yuji Chai
,
Coleman Hooper
,
Marco Donato
,
Paul N. Whatmough
,
Alexander M. Rush
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2023, Last Modified: 11 May 2023
IEEE J. Solid State Circuits 2023
Readers:
Everyone
CoopMC: Algorithm-Architecture Co-Optimization for Markov Chain Monte Carlo Accelerators
Yuji Chai
,
Glenn G. Ko
,
Wei-Te Mark Ting
,
Luke Bailey
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2022, Last Modified: 11 May 2023
HPCA 2022
Readers:
Everyone
Bigger&Faster: Two-stage Neural Architecture Search for Quantized Transformer Models
Yuji Chai
,
Luke Bailey
,
Yunho Jin
,
Matthew Karle
,
Glenn G. Ko
Published: 01 Jan 2022, Last Modified: 11 May 2023
CoRR 2022
Readers:
Everyone
SMIV: A 16-nm 25-mm² SoC for IoT With Arm Cortex-A53, eFPGA, and Coherent Accelerators
Sae Kyu Lee
,
Paul N. Whatmough
,
Marco Donato
,
Glenn G. Ko
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2022, Last Modified: 12 May 2023
IEEE J. Solid State Circuits 2022
Readers:
Everyone
9.8 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
Thierry Tambe
,
En-Yu Yang
,
Glenn G. Ko
,
Yuji Chai
,
Coleman Hooper
,
Marco Donato
,
Paul N. Whatmough
,
Alexander M. Rush
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2021, Last Modified: 11 May 2023
ISSCC 2021
Readers:
Everyone
SM6: A 16nm System-on-Chip for Accurate and Noise-Robust Attention-Based NLP Applications : The 33rd Hot Chips Symposium - August 22-24, 2021
Thierry Tambe
,
En-Yu Yang
,
Glenn G. Ko
,
Yuji Chai
,
Coleman Hooper
,
Marco Donato
,
Paul N. Whatmough
,
Alexander M. Rush
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2021, Last Modified: 11 May 2023
HCS 2021
Readers:
Everyone
A Scalable Bayesian Inference Accelerator for Unsupervised Learning
Glenn G. Ko
,
Yuji Chai
,
Marco Donato
,
Paul N. Whatmough
,
Thierry Tambe
,
Rob A. Rutenbar
,
Gu-Yeon Wei
,
David Brooks
Published: 01 Jan 2020, Last Modified: 11 May 2023
Hot Chips Symposium 2020
Readers:
Everyone
A 3mm2 Programmable Bayesian Inference Accelerator for Unsupervised Machine Perception using Parallel Gibbs Sampling in 16nm
Glenn G. Ko
,
Yuji Chai
,
Marco Donato
,
Paul N. Whatmough
,
Thierry Tambe
,
Rob A. Rutenbar
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2020, Last Modified: 11 May 2023
VLSI Circuits 2020
Readers:
Everyone
CHIPKIT: An Agile, Reusable Open-Source Framework for Rapid Test Chip Development
Paul N. Whatmough
,
Marco Donato
,
Glenn G. Ko
,
Sae Kyu Lee
,
David Brooks
,
Gu-Yeon Wei
Published: 01 Jan 2020, Last Modified: 12 May 2023
IEEE Micro 2020
Readers:
Everyone
View all 19 publications
Co-Authors
Abner Guzmán-Rivera
Alexander M. Rush
Bin Li
Brandon Reagen
Chuanjun Zhang
Coleman Hooper
David Brooks
David M. Brooks
En-Yu Yang
Gu-Yeon Wei
H. Kung
Hongyi Xin
Hsea-Ching Hsueh
Jungwook Choi
Li Zhao
Lillian Pentecost
Luke Bailey
Marco Donato
Matthew Karle
Mei Chen
Mi Sun Park
Minje Kim
Onur Mutlu
Paris Smaragdis
Paul N. Whatmough
View all 37 co-authors