Spartus: A 9.4 TOp/s FPGA-Based LSTM Accelerator Exploiting Spatio-Temporal Sparsity.
Chang GaoTobi DelbruckShih-Chii LiuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- spatio temporal
- field programmable gate array
- spatial and temporal
- recurrent neural networks
- image sequences
- moving objects
- high dimensional
- hardware architecture
- sparse representation
- spatial temporal
- video processing
- spatio temporal patterns
- neural network
- data sparsity
- spatio temporal data
- application specific
- computer vision
- image processing
- feature selection