Stewart, Matthew
- NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- Widening Access to Applied Machine Learning with TinyML
2021/06/07 by Reddi, Vijay Janapa, Plancher, Brian, Kennedy, Susan +21 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Machine Learning Sensors
2022/06/07 by Pete Warden, Matthew Stewart, Warden, Pete +15 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- RobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance
2023/09/17 by Víctor Mayoral-Vilches, Jason Jabbour, Mayoral-Vilches, Víctor +35 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Robotics (cs.RO) #Software System Performance and Reliability
- Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers
2023/01/27 by Shvetank Prakash, Matthew Stewart, Prakash, Shvetank +11 · 2 citations
Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Green IT and Sustainability #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
- Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications
2024/05/01 by Colby Banbury, Banbury, Colby, Emil Njor +15 · 2 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #IoT and GPS-based Vehicle Safety Systems #Video Surveillance and Tracking Methods
- Machine Theory of Mind for Autonomous Cyber-Defence
2024/12/05 by Luke Swaby, Matthew Stewart, Swaby, Luke +7 · 1 citation
Computer Science · #Computability, Logic, AI Algorithms
- A2Perf: Real-World Autonomous Agents Benchmark
2025/03/04 by Uchendu, Ikechukwu, Jabbour, Jason, Berghe, Korneel Van den +15 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)