An Efficient Hardware Accelerator for Sparse Transformer Neural Networks.
Chao FangShouliang GuoWei WuJun LinZhongfeng WangMing Kai HsuLingzhi LiuPublished in: ISCAS (2022)
Keyphrases
- neural network
- fuzzy logic
- fault diagnosis
- pattern recognition
- field programmable gate array
- real time
- sparse data
- back propagation
- hardware and software
- low cost
- high dimensional
- computing power
- sparse representation
- artificial neural networks
- computing systems
- feed forward
- massively parallel
- highly efficient
- multi layer
- embedded systems
- neural network model
- network architecture
- sparse coding
- computer systems
- image processing
- sparse matrix