SPAT: FPGA-based Sparsity-Optimized Spiking Neural Network Training Accelerator with Temporal Parallel Dataflow.
Yuanyuan JiangLi LunJiawei WangMingqi YinHanqing LiuZhenhui DaiXiaole CuiXiaoxin CuiPublished in: ISCAS (2024)
Keyphrases
- neural network training
- parallel computing
- field programmable gate array
- parallel implementation
- neural network
- training algorithm
- temporal correlation
- parallel execution
- back propagation
- feed forward
- shared memory
- massively parallel
- application specific
- optimization method
- feature vectors
- search space
- support vector
- feature extraction