Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity.
Chang GaoTobi DelbrückShih-Chii LiuPublished in: CoRR (2021)
Keyphrases
- spatio temporal
- field programmable gate array
- spatial and temporal
- high dimensional
- sparse representation
- moving objects
- image sequences
- space time
- parallel implementation
- spatio temporal patterns
- neural network
- application specific
- recurrent neural networks
- spatial temporal
- hardware implementation
- feature space
- spatio temporal data
- computer vision