A Configurable FPGA Accelerator of Bi-LSTM Inference with Structured Sparsity.

Shouliang Guo Chao Fang Jun Lin Zhongfeng Wang

Published in: SoCC (2020)

Keyphrases

structured sparsity
field programmable gate array
group sparsity
statistical learning
hardware implementation
sparsity inducing
convex optimization problems
learning problems
compressive sensing
bayesian inference
machine learning
support vector
data analysis
greedy algorithm
recurrent neural networks
low rank