A high-performance FPGA architecture for restricted boltzmann machines.

Daniel Le Ly Paul Chow

Published in: FPGA (2009)

Keyphrases

restricted boltzmann machine
hardware implementation
deep learning
deep belief networks
contrastive divergence
machine learning
image processing
image segmentation
markov random field
generative model
text categorization
field programmable gate array
probabilistic graphical models