Colby Banbury
Microsoft (United States)(US)Microsoft Research (United Kingdom)(GB)
Publications by Year
Research Areas
Advanced Neural Network Applications, Neural Networks and Applications, Machine Learning and Data Classification, Advanced Memory and Neural Computing, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Benchmarking TinyML Systems: Challenges and Direction(2020)197 cited
- → MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers(2020)148 cited
- → The performance of the hot end in a plasticating 3D printer(2017)95 cited
- → Edge Impulse: An MLOps Platform for Tiny Machine Learning(2022)86 cited
- → DataPerf: Benchmarks for Data-Centric AI Development(2022)51 cited
- → CFU Playground: Full-Stack Open-Source Framework for Tiny Machine Learning (TinyML) Acceleration on FPGAs(2023)42 cited
- → Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots(2022)37 cited
- → Few-Shot Keyword Spotting in Any Language(2021)33 cited
- → Is TinyML Sustainable?(2023)27 cited
- → Tiny Robot Learning (tinyRL) for Source Seeking on a Nano Quadcopter(2021)26 cited