Prakash, Shvetank
- FastML Science Benchmarks: Accelerating Real-Time Scientific Edge Machine Learning
2022/07/16 by J. Duarte, Nhan Viet Tran, Duarte, Javier +10 · 6 citations
Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Ferroelectric and Negative Capacitance Devices
- Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots
2022/05/11 by Sabrina M. Neuman, Neuman, Sabrina M., Brian Plancher +19 · 3 citations
Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Robotics (cs.RO)
- Machine Learning Sensors
2022/06/07 by Warden, Pete, Stewart, Matthew, Plancher, Brian +6 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers
2023/01/27 by Shvetank Prakash, Matthew Stewart, Prakash, Shvetank +11 · 1 citation
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
- ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design
2023/06/15 by Srivatsan Krishnan, Krishnan, Srivatsan, Amir Yazdanbaksh +19 · 1 citation
Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Software Engineering Research #Manufacturing Process and Optimization