Accelerating AI Applications using Analog In-Memory Computing: Challenges and Opportunities.
Shravya ChannamadhavuniSven ThijssenSumit Kumar JhaRickard EwetzPublished in: ACM Great Lakes Symposium on VLSI (2021)
Keyphrases
- lessons learned
- memory size
- analog vlsi
- main memory
- open issues
- information retrieval
- real world
- low memory
- key issues
- computational power
- technical challenges
- memory space
- digital computer
- advanced technologies
- focal plane
- visual analytics
- computing power
- application scenarios
- design principles
- memory requirements
- multiagent systems
- description logics