Concepedia

Colby Banbury

CB

Statistics

Publications

13

Citations

775

H-Index

12

Active since

2017

Affiliations

Harvard University Press(Current)

Google (United States)

Stanford University

Delft University of Technology

Colby Banbury is an author at Harvard University Press specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningComputer EngineeringArtificial IntelligenceData ScienceDeep LearningParallel ProgrammingComputer ArchitectureRobotics

Publications per year

2017–2023

13

Publications

13

Benchmarking TinyML Systems: Challenges and Direction

Colby Banbury, Vijay Janapa Reddi, Max W. Y. Lam et al. · arXiv (Cornell University) · 2020 · 197 citations · Full text

Performance Benchmarking, Cluster Computing, Engineering +21

MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers

Colby Banbury, Chuteng Zhou, Igor Fedorov et al. · arXiv (Cornell University) · 2020 · 148 citations · Full text

Engineering, Machine Learning, High Performance Computer Network +21

The performance of the hot end in a plasticating 3D printer

Michael E. Mackay, Zachary R. Swain, Colby Banbury et al. · Journal of Rheology · 2017 · 94 citations

Acrylonitrile Butadiene Styrene, Engineering, Hot End +21

Edge Impulse: An MLOps Platform for Tiny Machine Learning

Shawn Hymel, Colby Banbury, Daniel Situnayake et al. · arXiv (Cornell University) · 2022 · 86 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +19

DataPerf: Benchmarks for Data-Centric AI Development

Mark Mazumder, Colby Banbury, Xiaozhe Yao et al. · arXiv (Cornell University) · 2022 · 51 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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