Kibo: An Open-Source Fixed-Point Tool-kit for Training and Inference in FPGA-Based Deep Learning Networks.
Daniel Holanda NoronhaPhilip Heng Wai LeongSteven J. E. WiltonPublished in: IPDPS Workshops (2018)
Keyphrases
- fixed point
- deep learning
- tool kit
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- unsupervised feature learning
- sufficient conditions
- machine learning
- mental models
- deep belief networks
- dynamical systems
- fixed point theorem
- training set
- belief propagation
- free energy
- bayesian networks
- feature extraction
- neural network