Hardware Optimizations of Dense Binary Hyperdimensional Computing: Rematerialization of Hypervectors, Binarized Bundling, and Combinational Associative Memory.
Manuel SchmuckLuca BeniniAbbas RahimiPublished in: CoRR (2018)
Keyphrases
- machine learning
- associative memory
- hardware architecture
- vlsi implementation
- storage capacity
- processing elements
- kohonen feature map
- alpha beta
- kernel methods
- low cost
- hardware and software
- bi directional
- auto associative
- neural network
- human memory
- computing power
- hardware implementation
- data sets
- embedded systems
- decision trees
- human brain
- document images
- computer systems
- feature vectors
- mobile devices