HOBFLOPS CNNs: Hardware Optimized Bitsliced Floating-Point Operations Convolutional Neural Networks.
James GarlandDavid GreggPublished in: CoRR (2020)
Keyphrases
- floating point arithmetic
- floating point
- convolutional neural networks
- fixed point
- square root
- instruction set
- convolutional network
- cellular neural networks
- sparse matrices
- floating point unit
- markov random field
- data processing
- access control
- database management systems
- hardware implementation
- multiscale
- higher order