HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction.
Arpan DuttaSaransh GuptaBehnam KhaleghiRishikanth ChandrasekaranWeihong XuTajana RosingPublished in: ACM Great Lakes Symposium on VLSI (2022)
Keyphrases
- feature extraction
- building blocks
- case study
- database systems
- face recognition
- preprocessing
- feature vectors
- design process
- memory size
- computer vision
- platform independent
- limited memory
- memory space
- engineering design
- embedded systems
- design principles
- design patterns
- efficient implementation
- main memory
- knowledge based systems
- multiresolution
- multiscale
- image processing
- feature selection