Hardware-oriented Approximation of Convolutional Neural Networks.
Philipp GyselMohammad MotamediSoheil GhiasiPublished in: CoRR (2016)
Keyphrases
- convolutional neural networks
- low cost
- convolutional network
- hardware and software
- real time
- approximation methods
- error bounds
- parallel hardware
- lower bound
- vlsi implementation
- approximation algorithms
- hardware implementation
- personal computer
- approximation schemes
- high end
- graphics hardware
- approximation error
- relative error
- efficient computation
- closed form
- data processing
- object detection
- face recognition
- information systems
- data sets