A Weight Mapping Strategy for More Fully Exploiting Data in CIM-Based CNN Accelerator
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2023.3336299
Abstract: Compute-in-memory accelerators have been extensively researched to overcome the limitations of the von Neumann architecture. However, the current mapping strategy and dataflow results in inefficient utilization of the array and input data. In this brief,… read more here.
Keywords: mapping strategy; strategy fully; weight mapping; exploiting data ... See more keywords
Exploiting Data Analytics and Deep Learning Systems to Support Pavement Maintenance Decisions
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11062458
Abstract: Road networks are critical infrastructures within any region and it is imperative to maintain their conditions for safe and effective movement of goods and services. Road Management, therefore, plays a key role to ensure consistent… read more here.
Keywords: data analytics; exploiting data; maintenance; road ... See more keywords