Vaughn Betz

Vaughn Betz

University of Toronto

H-index: 45

North America-Canada

About Vaughn Betz

Vaughn Betz, With an exceptional h-index of 45 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of FPGAs, Computer Aided Design, Machine Learning, Hardware Acceleration, VLSI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions

High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design

Breaking Boundaries: Optimizing FPGA CAD with Flexible and Multi-threaded Re-clustering

Method and apparatus for performing parallel routing using a multi-threaded routing procedure

Integrating clinical access limitations into iPDT treatment planning with PDT-SPACE

cuSCNN: an Efficient CUDA Implementation of Sparse CNNs

VPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization

Field-Programmable Gate Array Architecture

Vaughn Betz Information

University

Position

___

Citations(all)

11974

Citations(since 2020)

3478

Cited By

9803

hIndex(all)

45

hIndex(since 2020)

28

i10Index(all)

156

i10Index(since 2020)

89

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Vaughn Betz Skills & Research Interests

FPGAs

Computer Aided Design

Machine Learning

Hardware Acceleration

VLSI

Top articles of Vaughn Betz

Title

Journal

Author(s)

Publication Date

Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions

arXiv preprint arXiv:2404.10076

Andrew Boutros

Aman Arora

Vaughn Betz

2024/4/15

High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design

ACM Transactions on Reconfigurable Technology and Systems

Anupreetham Anupreetham

Mohamed Ibrahim

Mathew Hall

Andrew Boutros

Ajay Kuzhively

...

2024/1/15

Breaking Boundaries: Optimizing FPGA CAD with Flexible and Multi-threaded Re-clustering

Mohamed A Elgammal

Vaughn Betz

2023/6/14

Method and apparatus for performing parallel routing using a multi-threaded routing procedure

2023/9/12

Integrating clinical access limitations into iPDT treatment planning with PDT-SPACE

Biomedical Optics Express

Shuran Wang

Tina Saeidi

Lothar Lilge

Vaughn Betz

2023/2/1

cuSCNN: an Efficient CUDA Implementation of Sparse CNNs

Mohamed A Elgammal

Omar Mohamed Awad

Isak Edo Vivancos

Andreas Moshovos

Vaughn Betz

2023/6/14

VPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization

Ruichen Chen

Shengyao Lu

Mohamed A Elgammal

Peter Chun

Vaughn Betz

...

2023/9/4

Field-Programmable Gate Array Architecture

Andrew Boutros

Vaughn Betz

2023/1/7

Toward Software-Like Debugging for FPGAs via Checkpointing and Transaction-Based Co-Simulation

ACM Transactions on Reconfigurable Technology and Systems

Sameh Attia

Vaughn Betz

2023/5/10

Titan 2.0: Enabling Open-Source CAD Evaluation with a Modern Architecture Capture

Kimia Talaei Khoozani

Arash Ahmadian Dehkordi

Vaughn Betz

2023/9/4

Respect the Difference: Reinforcement Learning for Heterogeneous FPGA Placement

Fatemehsadat Mahmoudi

Mohamed A Elgammal

Soheil Gholami Shahrouz

Kevin E Murray

Vaughn Betz

2023/12/12

Placement optimization for NoC-enhanced FPGAs

Srivatsan Srinivasan

Andrew Boutros

Fatemehsadat Mahmoudi

Vaughn Betz

2023/5/8

A Whole New World: How to Architect Beyond-FPGA Reconfigurable Acceleration Devices?

Andrew Boutros

Stephen More

Vaughn Betz

2023/9/4

Extending Data Flow Architectures for Convolutional Neural Networks to Multiple FPGAs

Mohamed Ibrahim

Zhipeng Zhao

Mathew Hall

Vaughn Betz

2023/12/12

Koios 2.0: Open-source deep learning benchmarks for FPGA architecture and cad research

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Aman Arora

Andrew Boutros

Seyed Alireza Damghani

Karan Mathur

Vedant Mohanty

...

2023/5/3

Tear down the wall: Unified and efficient intra-and inter-cluster routing for FPGAs

Amin Mohaghegh

Vaughn Betz

2023/9/4

Into the Third Dimension: Architecture Exploration Tools for 3D Reconfigurable Acceleration Devices

Andrew Boutros

Fatemehsadat Mahmoudi

Amin Mohaghegh

Stephen More

Vaughn Betz

2023/12/12

Open-source and FPGAs: Hardware, Software, Both or None?

Dana How

Tim Ansell

Vaughn Betz

Chris Lavin

Ted Speers

...

2023/2/12

RAD-Sim: Rapid architecture exploration for novel reconfigurable acceleration devices

Andrew Boutros

Eriko Nurvitadhi

Vaughn Betz

2022/8/29

Tensor slices: FPGA building blocks for the deep learning era

ACM Transactions on Reconfigurable Technology and Systems (TRETS)

Aman Arora

Moinak Ghosh

Samidh Mehta

Vaughn Betz

Lizy K John

2022/8/8

See List of Professors in Vaughn Betz University(University of Toronto)

Co-Authors

H-index: 64
Jonathan Rose

Jonathan Rose

University of Toronto

H-index: 52
Lothar Lilge

Lothar Lilge

University of Toronto

H-index: 14
Jason Luu

Jason Luu

University of Toronto

H-index: 14
Andrew Boutros

Andrew Boutros

University of Toronto

H-index: 12
Kevin E Murray

Kevin E Murray

University of Toronto

H-index: 11
Ibrahim Ahmed

Ibrahim Ahmed

University of Toronto

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