Search Results - mahesh+balasubramanian

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PathSeeker: A Fast-Mapping Algorithm for CGRAs
The rapid advancement of the internet and data-collecting devices has sparked increasing demand for computing solutions that are both energy-efficient and high-performance. Coarse-grained reconfigurable arrays (CGRAs) have gained traction as this low-power alternative, offering accelerators capable of supporting the compute-intensive process of collecting,...
Published: 11/22/2023   |   Inventor(s): Mahesh Balasubramanian, Aviral Shrivastava
Keywords(s): Algorithm Development, Machine Learning, Neural Computing, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science
Improved Mapping of Computational Loops on Reconfigurable Architectures
Today there are numerous devices that collect, process, and communicate data from multiple sources such as the internet, cyber-physical and autonomous systems, and sensor networks. Extracting intelligent and actionable information from this data—whether done by machine learning or otherwise—is extremely compute-intensive and often limited...
Published: 12/18/2023   |   Inventor(s): Mahesh Balasubramanian, Aviral Shrivastava
Keywords(s): Algorithm Development, Machine Learning, Neural Computing, PS-Computing and Information Technology
Category(s): Physical Science, Computing & Information Technology
Low-Power Edge Device for Wireless Communication Range Extension
An enhanced, ultra low power passive wake-up radio-based sensor includes a passive wake-up radio-based sensor node having an energy harvester and low power wake-up circuit to improve the wake-up range for passive wake-up radio sensor nodes without the need for local power. The wake-up sensor may additionally include a transmitter for providing a wake-up...
Published: 5/7/2024   |   Inventor(s): Wendi Heinzelman, He Ba, Li Chen
Keywords(s):  
Category(s): Communications