The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA.

Yufeng Hao Steven Quigley

Published in: CoRR (2017)

Keyphrases

language model
recurrent neural networks
hardware implementation
hardware architecture
language modeling
fpga implementation
fpga device
field programmable gate array
high speed
n gram
dedicated hardware
speech recognition

document retrieval
query expansion
complex valued
language modelling
retrieval model
probabilistic model
smoothing methods
recurrent networks
information retrieval
neural network
ad hoc information retrieval
mixture model

feed forward
query terms
statistical language models
reservoir computing
echo state networks
context sensitive
hardware design
translation model
pseudo relevance feedback
efficient implementation
document length

test collection
language models for information retrieval
hardware description language
query specific
word clouds
pipelined architecture
cross lingual
statistical model
web search
hidden markov models
machine learning